Purple Team Assessment Dashboard — Complete Documentation & Simulation

Overview & System Context

Purple Team Assessment Dashboard: Comprehensive Web-Sourced Technical Investigation Exhaustive Research Dossier · Pure Web-Scraped Content: ~8634 Words · Real Software Screenshots: 3 1. Executive Overview & Technical Background A red team is a group that simulates an adversary, attempts a physical or digital intrusion against an organization at the direction of that organization, then reports back so that the organization can improve their defenses. Red teams work for the organization or are hired by the organization. Their work is legal, but it can surprise some employees who may not know that red teaming is occurring, or who may be deceived by the red team. Some definitions of red team are broader, and they include any group within an organization that is directed to think outside the box and look at alternative scenarios that are considered less plausible. This directive can be an important defense against false assumptions and groupthink. The term red teaming originated in the 1960s in the United States. Technical red teaming focuses on compromising networks and computers digitally. There may also be a blue team, a term for cybersecurity employees who are responsible for defending an organization's networks and computers against attack. In technical red teaming, attack vectors are used to gain access, and then reconnaissance is performed to discover more devices to potentially compromise. Credential hunting involves scouring a computer for credentials such as passwords and session cookies, and once these are found, can be used to compromise additional computers. During intrusions from third parties, a red team may team up with the blue team to assist in defending the organization. Rules of engagement and standard operating procedures are often utilized to ensure that the red team does not cause damage during their exercises. Physical red teaming focuses on sending a team to gain entry to restricted areas.

This is done to test and optimize physical security such as fences, cameras, alarms, locks, and employee behavior. As with technical red teaming, rules of engagement are used to ensure that red teams do not cause excessive damage during their exercises. Physical red teaming will often involve a reconnaissance phase where information is gathered and weaknesses in security are identified, and then that information will be used to conduct an operation (typically at night) to gain physical entry to the premises. Security devices will be identified and defeated using tools and techniques. Physical red teamers will be given specific objectives such as gaining access to a server room and taking a portable hard drive, or gaining access to an executive's office and taking confidential documents. Red teams are used in several fields, including cybersecurity, airport security, law enforcement, the military, and intelligence agencies. In the United States government, red teams are used by the Army, Marine Corps, Department of Defense, Federal Aviation Administration, and Transportation Security Administration.

In cybersecurity, a penetration test involves ethical hackers ("pen testers") attempting to break into a computer system, with no element of surprise. The organization is aware of the penetration test and is ready to mount a defense. A red team goes a step further, and adds physical penetration, social engineering, and an element of surprise. The blue team is given no advance warning of a red team, and will treat it as a real intrusion. One role of a permanent, in-house red team is to improve the security culture of the organization. A purple team is the temporary combination of both teams and can provide rapid information responses during a test. One advantage of purple teaming is that the red team can launch certain attacks repeatedly, and the blue team can use that to set up detection software, calibrate it, and steadily increase detection rate.

Purple teams may engage in "threat hunting" sessions, where both the red team and the blue team look for real intruders. Involving other employees in the purple team is also beneficial, for example software engineers who can help with logging and software alerts, and managers who can help identify the most financially damaging scenarios. One danger of purple teaming is complacence and the development of groupthink, which can be combatted by hiring people with different skillsets or hiring an external vendor. A white team is a group that oversees and manages operations between red teams and blue teams. For example, this may be a company's managers that determine the rules of engagement for the red team.

Once access to a network is achieved, reconnaissance can be conducted. The data gathered can be placed in a graph database, which is software that visually plots nodes, relationships, and properties. Typical nodes might be computers, users, or permission groups. Red teams will usually have very good graph databases of their own organization, because they can utilize home-field advantage, including working with the blue team to create a thorough map of the network, and a thorough list of users and administrators. A query language such as Cypher can be used to create and modify graph databases. Any type of administrator account is valuable to place in the graph database, including administrators of third-party tools such as Amazon Web Services (AWS). Data can sometimes be exported from tools and then inserted into the graph database. Once the red team has compromised a computer, website, or system, a powerful technique is credential hunting. These can be in the form of clear text passwords, ciphertext, hashes, or access tokens. The red team gets access to a computer, looks for credentials that can be used to access a different computer, then this is repeated, with the goal of accessing many computers.

Credentials can be stolen from many locations, including files, source code repositories such as Git, computer memory, and tracing and logging software. Techniques such as pass the cookie and pass the hash can be used to get access to websites and machines without entering a password. Techniques such as optical character recognition (OCR), exploiting default passwords, spoofing a credential prompt, and phishing can also be used. The red team can utilize computer programming and command-line interface (CLI) scripts to automate some of their tasks. For example, CLI scripts can utilize the Component Object Model (COM) on Microsoft Windows machines in order to automate tasks in Microsoft Office applications. Useful tasks might include sending emails, searching documents, encrypting, or retrieving data. Red teams can take control of a browser using Internet Explorer's COM, Google Chrome's remote debugging feature, or the testing framework Selenium.

An organization's red team may be an attractive target for real attackers. Red team member's machines may contain sensitive information about the organization. In response, red team member's machines are often secured. Techniques for securing machines include configuring the operating system's firewall, restricting Secure Shell (SSH) and Bluetooth access, improving logging and alerts, securely deleting files, and encrypting hard drives. One tactic is to engage in "active defense", which involves setting up decoys and honeypots to help track the location of intruders. These honeypots can help alert the blue team to a network intrusion that might otherwise have gone undetected. Various software can be used to set up a honeypot file depending on the operating system: macOS tools include OpenBMS, Linux tools include auditd plugins, and Windows tools include System Access Control Lists (SACL). Notifications can include popups, emails, and writing to a log file. Centralized monitoring, where important log files are quickly sent to logging software on a different machine, is a useful network defense technique.

Figure 1: Business ui dashboard on purple background. admin dashboard ui design ... Tracking certain metrics or key performance indicators (KPIs) can help to make sure a red team is achieving the desired output. Examples of red team KPIs include performing a certain number of penetration tests per year, or by growing the team by a certain number of pen testers within a certain time period. It can also be useful to track the number of compromised machines, compromisable machines, and other metrics related to infiltration. These statistics can be graphed by day and placed on a dashboard displayed in the security operations center (SOC) to provide motivation to the blue team to detect and close breaches. In order to identify worst offenders, compromises can be graphed and grouped by where in the software they were discovered, company office location, job title, or department. Monte Carlo simulations can be used to identify which intrusion scenarios are most likely, most damaging, or both. A Test Maturity Model, a type of Capability Maturity Model, can be used to assess how mature a red team is, and what the next step is to grow. The MITRE ATT&CK Navigator, a list of tactics, techniques, and procedures (TTPs) including advanced persistent threats (APTs), can be consulted to see how many TTPs a red team is exploiting, and give additional ideas for TTPs to utilize in the future.

Part of physical red teaming is performing reconnaissance. The type of reconnaissance gathered usually includes information about people, places, security devices, and weather. Reconnaissance has a military origin, and military reconnaissance techniques are applicable to physical red teaming. Red team reconnaissance equipment might include military clothing since it does not rip easily, red lights to preserve night vision and be less detectable, radios and earpieces, camera and tripod, binoculars, night vision equipment, and an all-weather notebook. Some methods of field communication include a Bluetooth earpiece dialed into a cell phone conference call during the day, and two-way radios with earpieces at night. In case of compromise, red team members often carry identification and an authorization letter with multiple after-hours contacts who can vouch for the legality and legitimacy of the red team's activities. Before physical reconnaissance occurs, open-source intelligence (OSINT) gathering can occur by researching locations and staff members via the Internet, including the company's website, social media accounts, search engines, mapping websites, and job postings (which give hints about the technology and software the company uses). It is a good practice to do multiple days of reconnaissance, to reconnoiter both during the day and at night, to bring at least three operators, to utilize a nearby staging area that is out of sight of the target, and to do reconnaissance and infiltration as two separate trips rather than combining them. Recon teams can use techniques to conceal themselves and equipment. For example, a passenger van can be rented and the windows can be blacked out to conceal photography and videography of the target. Examining and videoing the locks of a building during a walk-around can be concealed by the recon pretending to be on the phone. In the event of compromise, such as employees becoming suspicious, a story can be rehearsed ahead of time until it can be recited confidently. If the team has split up, the compromise of one operator can result in the team leader pulling the other operators out. Concealed video cameras can be used to capture footage for later review, and debriefs can be done quickly after leaving the area so that fresh information is quickly documented.

Common security devices include doors, locks, fences, alarms, motion sensors, and ground sensors. Doors and locks are often faster and quieter to bypass with tools and shims, rather than lock picking. RFID locks are common at businesses, and covert RFID readers combined with social engineering during reconnaissance can be used to duplicate an authorized employee's badge. Barbed wire on fences can be bypassed by placing a thick blanket over it. Anti-climb fences can be bypassed with ladders. Alarms can sometimes be neutralized with a radio jammer that targets the frequencies that alarms use for their internal and external communications. Motion sensors can be defeated with a special body-sized shield that blocks a person's heat signature. Ground sensors are prone to false positives, which can lead security personnel to not trust them or ignore them.

Red teams usually have goal locations selected and tasks pre-planned for each team or team member, such as entering a server room or an executive's office. However, it can be difficult to figure out a room's location in advance, so this is often figured out on the fly. Reading emergency exit route signs and the use of a watch with a compass can assist with navigating inside of buildings. Commercial buildings will often have some lights left on. It is good practice to not turn lights on or off, as this may alert someone. Instead, utilizing already unlit areas is preferred for red team operations, with rushing and freezing techniques to be used to quickly move through illuminated areas. Standing full-height in front of windows and entering buildings via lobbies is often avoided due to the risks of being seen. A borescope can be used to peer around corners and under doors, to help spot people, cameras, or motion detectors. Once the target room has been reached, if something needs to be found such as a specific document or specific equipment, the room can be divided into sections, with each red team member focusing on a section. Passwords are often located under keyboards. Techniques can be used to avoid disturbing the placement of objects in offices such as keyboards and chairs, as adjusting these will often be noticed. Lights and locks can be left in their original state of on or off, locked or unlocked. Steps can be taken to ensure that equipment is not left behind, such as having a list of all equipment brought in and checking that all items are accounted for. It is good practice to radio situation reports (SITREPs) to the team leader when unusual things happen. The team leader can then decide if the operation should continue, should be aborted, or if a team member should surrender by showing their authorization letter and ID. When confronted by civilians such as employees, red team operators can attempt social engineering. When confronted by law enforcement, it is good practice to immediately surrender due to the potential legal and safety consequences.

Figure 2: Browse thousands of Dashboard Purple images for design inspiration ... 2. System Architecture & Core Working Principles When applied to intelligence work, red teaming is sometimes called alternative analysis. Alternative analysis involves bringing in fresh analysts to double-check the conclusions of another team, to challenge assumptions and make sure nothing was overlooked. Three red teams were used to review the intelligence that led to the killing of Osama bin Laden in 2011, including red teams from outside the Central Intelligence Agency, because there were major diplomatic and public relations consequences for launching a military operation into Pakistan, so it was important to double-check the original team's intelligence and conclusions. After failures to anticipate the Yom Kippur War, the Israeli Defense Forces' Intelligence Directorate formed a red team called Ipcha Mistabra ("on the contrary") to re-examine discarded assumptions and avoid complacency. The North Atlantic Treaty Organization (NATO) utilizes alternative analysis.

The DoD uses cyber red teams to conduct adversarial assessments on their networks. These red teams are certified by the National Security Agency and accredited by the United States Strategic Command. The United States Federal Aviation Administration (FAA) has been implementing red teams since Pan Am Flight 103 over Lockerbie, Scotland, which suffered a terrorist attack in 1988. Red teams conduct tests at about 100 US airports annually.

Tests were on hiatus after the September 11 attacks in 2001, and resumed in 2003 under the Transportation Security Administration, who assumed the FAA's aviation security role after 9/11. Before the September 11 attacks, FAA use of red teaming revealed severe weaknesses in security at Logan International Airport in Boston, where two of the four hijacked 9/11 flights originated. Some former FAA investigators who participated on these teams feel that the FAA deliberately ignored the results of the tests, and that this resulted in part in the 9/11 terrorist attack on the US. The United States Transportation Security Administration has used red teaming in the past. In one red team operation, undercover agents were able to fool Transportation Security Officers and bring weapons and fake explosives through security 67 out of 70 times in 2015.

Vanta is an American software company that provides a platform for automating information security monitoring and compliance management. Its software is intended to facilitate governance, risk, and compliance (GRC) processes by automating tasks that would otherwise be performed manually. Founded in 2018 during a period of high-profile data breaches in the technology industry, Vanta emerged from the Y Combinator startup accelerator program. In its early years, the company grew with minimal outside investment and operated under a lean business model. Since 2021, it has completed several funding rounds, reaching unicorn status in 2022. In 2023, Vanta introduced artificial intelligence (AI) into its product offerings.

In its most recent funding round in 2025, the company was valued at US$4.15 billion. Figure 3: 78,000+ Dashboard Monitor Pictures Presidential elections were held in the United States on November 5, 2024. The Republican ticket of former president Donald Trump and Ohio junior senator JD Vance defeated the Democratic ticket of incumbent vice president Kamala Harris and Minnesota governor Tim Walz. The incumbent president, Joe Biden of the Democratic Party, initially ran for re-election, easily sweeping aside a challenge from Democratic representative Dean Phillips of Minnesota in the Democratic primaries to become the party's presumptive nominee. However, what was broadly considered a poor debate performance in June 2024 intensified concerns about his age and health, and led to calls within his party for him to leave the race. After initially declining to do so, Biden ultimately withdrew from the race on July 21, 2024, becoming the first eligible incumbent president to run but subsequently withdraw since Lyndon B. Johnson in 1968. Biden immediately endorsed Harris, who officially became the party's presidential nominee on August 5 and the first presidential nominee who did not participate in the primaries since Vice President Hubert Humphrey in 1968. Harris selected Walz as her running mate. Trump, who lost the 2020 presidential election to Biden, ran for reelection to a nonconsecutive second term. Trump became the presumptive Republican Party's presidential nominee on March 12, 2024, easily defeating challengers such as former South Carolina governor Nikki Haley and Florida governor Ron DeSantis in the Republican primaries. He was shot in the ear in an assassination attempt on July 13, 2024.

Trump was nominated as the Republican Party's presidential candidate during the 2024 Republican National Convention alongside his running mate, JD Vance. The Trump campaign ticket supported mass deportation of illegal immigrants; an isolationist "America First" and "peace through strength" foreign policy agenda with support of Israel in the Gaza war and skepticism of Ukraine in its war with Russia; policies hostile to transgender Americans; and greatly increased import tariffs.

The campaign also made false and misleading statements, including claims of electoral fraud in 2020. Historians and some former Trump administrators saw his political movement as authoritarian. Trump won the election over Harris, with 312 Electoral College votes to Harris's 226. Trump won all of the top seven swing states, including Nevada for the Republicans' first time since 2004. Trump won the national popular vote with a plurality of 49.8%, making him the first Republican to win the popular vote since George W. Bush in 2004 (unlike his 2016 victory and 2020 defeat). Trump's victory made him the second U.S. president to be elected to a nonconsecutive second term, after Grover Cleveland in 1892. Surveys of 2024 election voters, nationally and in key states, found that many viewed economic conditions negatively and were motivated by the issue when they voted. Other issues that motivated voters included immigration, the state of democracy, and abortion.

In 2020, incumbent Republican President Donald Trump sought re-election but was defeated by Democratic challenger Joe Biden. Democratic U.S. Senator Kamala Harris of California was elected vice president in 2020 as Biden's running mate. Trump is the first president in American history to be impeached twice and run for president again after impeachment. As Trump was acquitted by the Senate in both cases, he was not barred from seeking reelection to the presidency in 2024.

Several state courts and officials, including the Colorado Supreme Court, a state Circuit Court in Illinois, and the Secretary of State of Maine, ruled that Trump was ineligible to hold office under Section 3 of the Fourteenth Amendment to the United States Constitution for his role in the January 6 Capitol attack, and thus attempted to disqualify him from appearing on the ballot. These attempts were unsuccessful. On March 4, 2024, the U.S. Supreme Court unanimously ruled in Trump v.

Anderson that states cannot determine eligibility for a national election under Section 3. The Court held that only Congress has the authority to disqualify candidates, or to pass legislation that allows courts to do so. Trump made false claims of voter fraud in the 2020 presidential election and denied the validity of the election results. In July 2024, The New York Times reported that "the Republican Party and its conservative allies are engaged in an unprecedented legal campaign targeting the American voting system", by restricting voting for partisan advantage ahead of Election Day and preparing to mount "legally dubious" challenges against the certification process if Trump were to lose. In the lead-up to the 2024 election, the Republican Party made false claims of massive "noncitizen voting" by immigrants in an attempt to delegitimize the election in the event of a Trump defeat. The claims were made as part of larger efforts within the Republican Party to disrupt the 2024 election and promote election denial. Trump and several other Republicans stated that they would not accept the results of the 2024 election if they believed they were "unfair". Trump's previous comments suggesting he could "terminate" the Constitution to reverse his election loss, his claim that he would only be a dictator on "day one" of his presidency and not afterwards, his promise to use the Justice Department to go after his political enemies, his plan to use the Insurrection Act of 1807 to deploy the military for law enforcement in primarily Democratic cities and states, attempts to overturn the 2020 United States presidential election, his baseless predictions of voter fraud in the 2024 election, and his public embrace and celebration of the January 6 United States Capitol attack, raised concerns over the state of democracy in the United States. Trump's political operation said that it planned to deploy more than 100,000 attorneys and volunteers to polling places across battleground states, with an "election integrity hotline" for poll watchers and voters to report alleged voting irregularities.

3. Software Implementation, Frameworks & Protocols Before the election, U.S. officials and former officials stated that foreign interference in the 2024 election was likely. Three major factors cited were "America's deepening domestic political crises, the collapse of controversial attempts to control political speech on social media, and the rise of generative AI". China, Russia, and Iran were identified as mounting influence operations and attempts to interfere with the 2024 election. U.S. intelligence officials described the efforts as part of broader efforts by authoritarian nations to use the internet to erode support for democracy.

China was identified as interfering with the 2024 election through propaganda and disinformation campaigns linked to its Spamouflage operation. U.S. intelligence agencies described the effort as not targeting any particular candidate but focusing on issues important to the Chinese government, such as Taiwan, and "undermining confidence in elections, voting, and the U.S. in general". As early as April 1, 2024, The New York Times reported that the Chinese government had created fake pro-Trump accounts on social media "promoting conspiracy theories, stoking domestic divisions and attacking President Biden ahead of the election in November".

According to disinformation experts and intelligence agencies, Russia spread disinformation ahead of the 2024 election to damage Biden and Democrats, boost candidates supporting isolationism, and undercut support for Ukraine aid and NATO. On September 4, 2024, the United States publicly accused Russia of interfering in the 2024 election and announced several steps to combat Russian influence including sanctions, indictments, and seizing of web domains used to spread propaganda and disinformation. U.S. intelligence agencies assessed that Russia preferred Trump to win the election, viewing him as more critical of American support for Ukraine.

The Islamic Republic of Iran was identified as interfering with the 2024 presidential election through front companies connected to the Islamic Revolutionary Guard Corps and hacking attempts against the Trump, Biden, and Harris campaigns starting as early as May 2024. The Iranian regime launched propaganda and disinformation campaigns through fake news websites and accounts on social media to tip the election against former president Trump. The New York Times stated the efforts were an attempt at "sowing internal discord and discrediting the democratic system in the United States more broadly in the eyes of the world." Multiple Republican-led administrations removed voters from their states' voter rolls in the lead up to the election, which critics argued violates the National Voter Registration Act. In July 2024, 160,000 inactive or infrequent voters were removed from Ohio's voter rolls. The Ohio chapters of Common Cause and the League of Women Voters threatened lawsuits against the state over the purge. In August 2024, Governor Glenn Youngkin of Virginia signed an executive order removing 6,303 voters suspected of being non-citizens from Virginia's voter rolls. In October 2024, the U.S. Department of Justice sued the Virginia Board of Elections and Virginia commissioner of elections over the voter purge, alleging that it violated the National Voter Registration Act. The suit also found a number of alleged non-citizens purged were actually citizens. District judge Patricia Tolliver Giles ruled that the removal was illegal, ordering the state to stop purging voter rolls and to restore the voter registration of more than 1,600 voters who had been removed. The 4th Circuit Court of Appeals then upheld the order. The administration filed an emergency appeal to the U.S. Supreme Court, which sided with Virginia in a 6–3 decision along ideological lines, allowing the state to continue purging voter rolls. In August 2024, Alabama Secretary of State Wes Allen announced a process for purging 3,251 registered Alabama voters and referred them to the state attorney general's office for criminal prosecution. In September 2024, the Department of Justice sued Alabama for violating the National Voter Registration Act. In October 2024, district judge Anna Manasco ruled in favor of the Department of Justice, ordering the state to restore the voter registrations. Alabama secretary of state's chief of staff Clay Helms testified that 2,000 of the purged voters were legally registered citizens.

Trump was the subject of various criminal and civil legal proceedings before and during his 2024 re-election campaign. Specifically, Trump was found liable in a civil proceeding for financial fraud in 2023, was found liable for both sexual abuse and defamation in 2023, and was found liable for defamation in a related civil proceeding in 2024. In 2024, Trump was criminally convicted of 34 felonies related to falsifying business records. Trump and other Republicans made numerous false and misleading statements regarding Trump's various legal proceedings, including false claims that they were "rigged" or consisted of "election interference" orchestrated by Biden and the Democratic Party.

On May 30, 2024, Trump was found guilty by a jury of all 34 felony counts in The People of the State of New York v. Donald J. Trump. The jury found that Trump falsified business records relating to hush money payments made to pornographic film star Stormy Daniels to ensure her silence about a sexual encounter between them. This conviction made Trump the first former U.S. president to be convicted of a crime. On January 10, 2025, Trump was given a no-penalty sentence known as an unconditional discharge. Trump faced other criminal charges as well. In United States of America v. Donald J. Trump, Trump faced four criminal counts for his alleged role in attempting to overturn the 2020 United States presidential election and involvement in the January 6 United States Capitol attack; the case was dismissed following Trump's re-election in November 2024. In The State of Georgia v. Donald J. Trump, et al., Trump was charged with eight criminal counts for his alleged attempts to overturn the results of the 2020 United States presidential election in Georgia. District Attorney Fani Willis was disqualified from prosecuting the case; Willis has appealed that decision. In United States of America v. Donald J. Trump, Waltine Nauta, and Carlos De Oliveira, Trump faced 40 criminal counts relating to his hoarding of classified documents and alleged obstruction of efforts to retrieve them; the case was dismissed in July 2024. On May 9, 2023, in E. Jean Carroll v.

Donald J. Trump, an anonymous jury found Trump civilly liable for sexual abuse and defamation, and ordered him to pay Carroll $5 million in damages. In a related case brought by Carroll against Trump, a jury awarded Carroll $83.3 million. As of April 2025, appeals were ongoing in both cases. In September 2023, Trump was found civilly liable for financial fraud in New York v. Trump. In February 2024, he was ordered to pay a $354.8 million fine, together with approximately $100 million in interest. As of January 29, 2025, an appeal was ongoing. Trump made efforts to delay his trials until after the 2024 election.

On July 1, 2024, the Supreme Court delivered a 6–3 decision in Trump v. United States, ruling that Trump had absolute immunity for acts he committed as president within his core constitutional purview, at least presumptive immunity for official acts within the outer perimeter of his official responsibility, and no immunity for unofficial acts. Mass media, lawmakers, and Donald Trump raised concerns about Biden's age, including his cognitive state, during and after the 2020 United States presidential election. According to a February 2024 poll, Biden's age and health were major or moderate concerns for 86% of voters generally, up from 76% in 2020. According to another February 2024 poll, most of those who voted for Biden in 2020 believed he was too old to be an effective president; The New York Times noted that these concerns "cut across generations, gender, race and education". Concerns about Biden's age and health increased after a poor performance by Biden during a debate against Trump in June 2024. That performance led a number of commentators and Democratic lawmakers to call for Biden to drop out of the 2024 presidential race. In July 2024, Biden ultimately withdrew from the race while stating that he would continue serving as president until the conclusion of his term.

4. Practical Deployment, Analysis & Case Studies In the summer before the election, polling showed at least half of Americans thought that Trump, who was 78 years old, was too old to serve a second term, with 80% unsure he would be able to finish out a second term. Numerous public figures, media sources, and mental health professionals speculated that Trump may have some form of dementia, which runs in his family.

Experts for the science publication STAT who analyzed changes in Trump's speeches between 2015 and 2024 noted shorter sentences, more tangents, more repetition, and more confusion of words and phrases. Doctors suggested these changes could relate to Trump's moods or could indicate the beginning of Alzheimer's. One expert noted an increase in expressions of all-or-nothing thinking by Trump; a sharp rise in all-or-nothing thinking is also linked to cognitive decline. The New York Times reported that Trump's 2024 speeches had grown "darker, harsher, longer, angrier, less focused, more profane and increasingly fixated on the past", and that experts considered this increase in tangential speech and behavioral disinhibition as a possible consequence of advancing age and cognitive decline. Trump was also criticized for his lack of transparency around his medical records and health.

Several scholars, lawmakers, intelligence agencies, and the members of the public expressed concerns about political violence surrounding the 2024 election. The fears came amidst increasing threats and acts of physical violence targeting public officials and election workers at all levels of government. Trump was identified as a key figure in increasing political violence in the United States both for and against him. Political violence was at its highest since the 1970s, and the most recent violence came from right-wing assailants. Trump increasingly embraced far-right extremism, conspiracy theories such as Q-Anon, and far-right militia movements to a greater extent than any modern American president. Trump also espoused dehumanizing, combative, and violent rhetoric, and promised retribution against his political enemies. Trump played down but refused to rule out violence following the 2024 election, stating "it depends". Trump also suggested using the military against "the enemy from within" on Election Day that he described as "radical left lunatics", Democratic politicians, and those opposed to his candidacy.

Trump filed and announced his candidacy a week following the 2022 midterm elections. Trump was considered an early frontrunner for the Republican presidential nomination. He had announced in March 2022 that his former vice president Mike Pence would not be his running mate. Trump faced opposition in the primaries. Florida Governor Ron DeSantis was initially viewed as the main challenger to Trump for the Republican nomination, having raised more campaign funds in the first half of 2022 and posting more favorable polling numbers than Trump by the end of 2022. On May 24, 2023, DeSantis announced his candidacy on Twitter in an online conversation with the social media company's CEO, Elon Musk. At the end of July 2023, FiveThirtyEight's national polling average of the Republican primaries had Trump at 52 percent, and DeSantis at 15. Following the Iowa caucuses, in which Trump posted a landslide victory, DeSantis and businessman Vivek Ramaswamy dropped out of the race and endorsed Trump, leaving the former president and Nikki Haley, the former South Carolina governor who served in Trump's cabinet, as the only remaining major candidates. Trump continued to win all four early voting contests while Haley's campaign struggled to gain momentum. On March 6, 2024, the day after winning only one primary out of fifteen on Super Tuesday, Haley suspended her campaign. On March 12, 2024, Trump officially became the presumptive Republican presidential nominee. Trump was injured in an assassination attempt on July 13, 2024, when a bullet grazed his ear. This was the first time a president or major party presidential candidate was injured in an assassination attempt since Ronald Reagan in 1981. On July 15, 2024, the first day of the Republican National Convention, Trump officially announced that Senator JD Vance of Ohio would be his running mate. On July 18, 2024, for the third consecutive time, Trump accepted the nomination from the Republican National Convention to become the Republican presidential nominee. Trump is the first major party candidate to have been nominated by their party for three or more consecutive elections since Franklin D. Roosevelt in 1944.

On April 25, 2023, President Joe Biden officially announced his re-election campaign, confirming that Vice President Kamala Harris would remain his running mate. Concerns about Biden's age were prominent, given that he was the oldest person to assume the office at age 78, which would make him 82 at the end of his first term and 86 at the end of a potential second term. An April 2023 poll indicated that 70 percent of Americans, including 51 percent of Democrats, believed Biden should not seek a second term, with nearly half citing his age as the reason. Biden's approval rating stood at 41 percent, with 55 percent disapproving. Speculation also arose that Biden might face a primary challenge from the Democratic Party's progressive faction; however, after Democrats outperformed expectations in the 2022 midterm elections, many believed Biden's chances of securing the party's nomination had increased. On July 28, 2022, Representative Dean Phillips of Minnesota became the first incumbent Democratic member of Congress to say Biden should not run for re-election and called for "generational change", pointing to Biden's age. Despite a handful of primary challengers, including Representative Dean Phillips, Robert F.

Kennedy Jr., Marianne Williamson, and Jason Palmer, Biden easily became the party's presumptive nominee on March 12, 2024. Palmer, who won the American Samoa caucuses, became the first candidate to win a contested primary against an incumbent president since Ted Kennedy in 1980. Biden also faced significant opposition from uncommitted voters and the Uncommitted National Movement in their protest vote movement against Biden due to his support for Israel during the Gaza war, which collectively won 36 delegates. Following a "disastrous" June 2024 debate performance against Trump that "inflamed age concerns", Biden ultimately withdrew from the race on July 21, 2024, and immediately endorsed Kamala Harris to replace him in his place as the party's presidential nominee. Harris quickly announced her own presidential campaign later that day and by the next day, Harris had secured the non-binding support of enough uncommitted delegates that were previously pledged to Biden to make her the party's presumptive nominee. Biden's withdrawal made him the first eligible incumbent president since Lyndon B. Johnson in 1968 not to seek re-election, and the first to withdraw after securing enough delegates to win the nomination. Harris is the first presidential nominee who did not participate in the presidential primaries since Vice President Hubert Humphrey, also in 1968, and the first since the modern Democratic Party primary procedure was created in 1972 (prior to which most states did not hold primary elections). On August 5, 2024, after five days of online balloting, Democratic National Convention delegates voted to make Harris the party's 2024 presidential nominee. She selected Minnesota Governor Tim Walz as her running mate the following day and accepted the party's nomination on August 22.

A number of independent candidates announced presidential runs, most notably Robert F. Kennedy Jr. and Cornel West. Several third parties, including the Libertarian Party, the Green Party, the Party for Socialism and Liberation, the Constitution Party, and the American Solidarity Party also announced presidential nominees. Kennedy dropped out of the race in August 2024, although he remained on the ballot in many states. The No Labels organization abandoned its efforts to run a centrist candidate in April 2024.

Chase Oliver was chosen by the Libertarian Party as its presidential nominee on May 26, 2024, at the 2024 Libertarian National Convention. Oliver was the party's nominee in the 2022 United States Senate election in Georgia. Oliver achieved ballot access in 47 states, and was eligible to receive write-in votes in the District of Columbia, Illinois, New York, and Tennessee.

The party's nominee in 2012 and 2016, Stein is a physician and a former member of the Lexington Town Meeting. On August 16, Stein selected academic Butch Ware as her running mate. Stein achieved ballot access in 38 states, and was eligible to receive write-in votes in seven states. She was not eligible to receive write-in votes in the remaining states or the District of Columbia.

American Solidarity Party: Peter Sonski, Connecticut school board member Approval Voting Party: Blake Huber, activist and nominee for president in 2020 Constitution Party: Randall Terry, anti-abortion activist and perennial candidate Independent American Party: Joel Skousen, survivalist and consultant Natural Law Party: Robert F. Kennedy Jr., environmental lawyer and author, the party's nominee in addition to his run as an independent before he withdrew from the race ahead of the election but was not removed from ballots Party for Socialism and Liberation: Claudia De la Cruz, political activist Prohibition Party: Michael Wood, businessman Socialist Equality Party: Joseph Kishore, writer and SEP nominee in 2020 Socialist Party USA: Bill Stodden, nonprofit executive Socialist Workers Party: Rachele Fruit, hotel worker and trade unionist 5. Performance Evaluation & Extended Technical Observations Cornel West, academic, anti-war activist, and public intellectual, previously a People's Party and Green Party primaries candidate, who launched an independent campaign Robert F. Kennedy Jr., environmental lawyer, author, 2024 Democratic presidential candidate and 2024 independent presidential candidate (endorsed Trump) A central campaign theme for Trump's second presidential bid was "retribution". Trump framed the 2024 election as "the final battle", and openly promised to leverage the power of the presidency for political reprisals. Trump heavily ran on immigration as a central campaign focus. Trump's campaign focused on dark and apocalyptic rhetoric about the state of the country and predicting doom if he did not win. The Associated Press stated that "Trump's rallies take on the symbols, rhetoric and agenda of Christian nationalism." During his 2024 presidential campaign, Trump made numerous false and misleading statements.

Trump has been described as using the "big lie" and firehose of falsehood propaganda techniques. Abortion access was a key topic during the campaign; it was on the ballot in up to 10 states in 2024, including the swing states of Arizona and Nevada. Abortion was a key issue for many voters in the 2022 elections. The issue continued to motivate voters in 2024 along with "the future of democracy in this country" and "high prices for gas, groceries and other goods." According to AP VoteCast, 25% of voters ranked abortion policy as the single most important factor in their vote, similar to the share who in 2022 said that the Supreme Court overturning Roe v. Wade was important to their vote. Of the states where abortion was on the ballot, measures seeking to expand or protect abortion access failed in Florida, South Dakota and Nebraska. Some pundits argued abortion rights referendums could help Harris in November. Democrats predominantly advocate for abortion access as a right, while Republicans generally favor significantly restricting the legality of abortion.

Since becoming the presumptive nominee, Harris indicated her support for passing legislation which would restore the federal abortion right protections previously guaranteed by Roe. She argued Trump would let his anti-abortion allies implement Project 2025 proposals to restrict abortion and contraception throughout the United States. Trump claimed credit for overturning Roe but criticized Republicans pushing for total abortion bans. Trump said he would leave the issue of abortion for the states to decide but would allow red states to monitor women's pregnancies and prosecute them if they have an abortion.

In his home state of Florida, Trump announced he would vote "No" on Amendment 4, an abortion rights referendum, preserving the six-week ban. The announcement came one day after he initially criticized the six-week ban for being "too short" and said he would vote to lengthen it. Trump repeated a false claim that Democrats support abortions after birth and "executing" babies.

Border security and immigration were among the top issues concerning potential voters in the election. Polling showed that most Americans want to reduce immigration, and that a substantial minority of white Republicans were concerned about white demographic decline. In 2023 and early 2024, a surge of migrants entering through the border with Mexico occurred. By June 2024, illegal crossings reached a three-year low following four consecutive monthly drops, which senior officials attributed to increased enforcement between the United States and Mexico, the weather, and Biden's executive order (A Proclamation on Securing the Border) increasing asylum restrictions. Harris promised to fight for "strong border security" coupled with an earned pathway to citizenship. Harris highlighted her work in combating transnational gangs, drug cartels, and human traffickers while attorney general. As vice president, Harris announced in 2023 that she had garnered pledges of US$950 million from private companies to aid Central American communities to address the causes of mass migration, such as poverty. Harris stated she believes the immigration system is "broken" and needs to be fixed, and she said most Americans believe this. Harris also advocated for stricter asylum rules than Biden. Harris supported increasing the number of U.S. Border Patrol agents and accused Trump of being unserious on border security. As vice president, Harris also supported a bipartisan bill that would have funded additional border agents and closed the border if too crowded; the bill was rejected by Trump.

Trump called on House and Senate Republicans to kill the bill, arguing it would hurt his and the Republican Party's reelection campaigns and deny them the ability to run on immigration as a campaign issue. Harris criticized Trump for his opposition to the bill on the campaign trail, and promised to sign the bill into law as president. Trump stated that if he were elected, he would increase deportations, send the U.S. military to the border, expand U.S.

Immigration and Customs Enforcement detentions through workplace raids, deputize local law enforcement to handle border security, increase U.S. Customs and Border Protection funding, as well as finish building the wall on the southern border. Trump has said he will deport both legal and illegal immigrants. The New York Times reported that Trump was considering "an extreme expansion of his first-term crackdown on immigration", such as "preparing to round up undocumented people already in the United States on a vast scale and detain them in sprawling camps while they wait to be expelled". Trump stated his intention to deport 11 million people through the construction of detention camps and deploy the military, relying on presidential wartime powers under the 18th-century Alien Enemies Act. Trump made false claims of a "migrant crime wave" that are not supported by data, and provided no evidence to back up his claims. In regards to his anti-immigrant nativism, Trump's tone grew harsher from his previous time as president, and used fearmongering, racial stereotypes, and more dehumanizing rhetoric when referring to illegal immigrants. Trump repeatedly called some immigrants subhuman, stating they are "not human", "not people", and "animals", who will "rape, pillage, thieve, plunder and kill" American citizens, that they are "stone-cold killers", "monsters", "vile animals", "savages", and "predators" that will "walk into your kitchen, they'll cut your throat", and "grab young girls and slice them up right in front of their parents". Other rhetoric includes false statements that foreign leaders are deliberately emptying insane asylums to send "prisoners, murderers, drug dealers, mental patients, terrorists" across the southern border as migrants, that they are "building an army" of "fighting age" men to attack Americans "from within", and are the "enemy from within" who are ruining the "fabric" of the country. Since fall 2023, Trump claimed that immigrants are "poisoning the blood of our country", which drew comparisons to racial hygiene rhetoric used by white supremacists and Adolf Hitler. In the 20 rallies that occurred after Trump's debate with Harris, Politico cited experts who found that Trump's rhetoric strongly echoed authoritarian and Nazi ideology; Trump made claims that immigrants are genetically predisposed to commit crimes and have "bad genes".

Climate change and energy policy played a role in the 2024 presidential campaign. In 2023, the United States saw a record in crude oil production with over 13.2 million barrels of crude per day, beating the 13 million barrels per day produced at the peak of Trump's presidency. The United States also dealt with supply shocks caused by the 2021–2024 global energy crisis due to the COVID-19 pandemic and Russian invasion of Ukraine. An advocate for environmental justice to address the impact of climate change on lower-income areas and people of color, Harris supported Biden's climate legislation. In 2022, Harris helped pass the Inflation Reduction Act, the largest investment in addressing climate change and clean energy in American history, putting the United States on track to meet emissions reduction targets by 50–52% below 2005 levels by 2030. Harris's campaign stated that she would not support a ban on fracking. Trump ridiculed the idea of man-made climate change, and repeatedly referred to his energy policy under the mantra "drill, baby, drill". Trump said he would increase oil drilling on public lands and offer tax breaks to oil, gas, and coal producers, and stated his goal for the United States to have the lowest cost of electricity and energy of any country in the world. Trump also promised to roll back electric vehicle initiatives, proposed once again the United States withdrawal from the Paris Agreement, and rescind several environmental regulations. Trump stated his intention to roll back parts of the Inflation Reduction Act, Biden's signature domestic legislation. The implementation of Trump's plans would add around 4 billion tons of carbon dioxide to the atmosphere by 2030, also having effects on the international level. If the policies do not change further, it would add 15 billion tons by 2040 and 27 billion by 2050. Although the exact calculation is difficult, researchers stated: "Regardless of the precise impact, a second Trump term that successfully dismantles Biden's climate legacy would likely end any global hopes of keeping global warming below 1.5C." Polling before the election indicated profound dissatisfaction with the state of American democracy. According to an October 25 ABC/Ipsos poll, 49% of Americans saw Trump as a fascist, described as "a political extremist who seeks to act as a dictator, disregards individual rights and threatens or uses force against their opponents". Meanwhile, only 22% saw Harris as a fascist by this definition. Some Republicans were concerned that Trump's former impeachment and four criminal indictments were attempts to influence the election and keep him from office; however, there is no evidence that Trump's criminal trials were "election interference" orchestrated by Biden and the Democratic Party, and Trump also continued to repeat false claims that the 2020 election was "rigged" and stolen from him. Trump's 2024 presidential campaign was criticized by legal experts, historians, and political scientists for making increasingly dehumanizing, violent, and authoritarian statements. Trump's platform called for the vast expansion of presidential powers and the executive branch over every part of the federal government. Trump called for stripping employment protections for thousands of career civil service employees (a provision known as Schedule F appointment that had been adopted by Trump at the end of 2020) and replacing them with political loyalists if deemed an "obstacle to his agenda" within federal agencies, the United States Intelligence Community, State Department, and Department of Defense. Trump repeatedly stated his intention to have the Justice Department investigate and arrest his domestic political rivals, judges, prosecutors, and witnesses involved in his criminal trials. Calling the January 6, 2021, Capitol attack a "day of love", Trump promised to pardon those charged for their involvement and called them "hostages" and "great, great patriots". Trump played down the possibility of violence if he were to lose the 2024 election, but did not rule it out altogether. Trump's 2024 campaign rhetoric has been described as fascist. Trump said his political opponents are a greater threat to the United States than countries such as Russia, China, and North Korea. He urged that the U.S. Armed Forces be deployed on American soil to fight "the enemy from within", which—according to Trump—included "radical left lunatics" and Democratic politicians such as Adam Schiff. Trump repeatedly voiced support for outlawing political dissent and criticism he considers misleading or challenges his claims to power. Trump previously tried to have his political rivals prosecuted during his first term. Harris was tasked by Biden with protecting democracy through voting rights legislation through her work on the For the People Act. Harris supported efforts to defend election workers and counter Republican efforts to restrict voting following the 2020 presidential election. Harris also stated her intent to pass the Freedom to Vote Act and John Lewis Rights Voting Rights Advancement Act if elected. A December 2023 Gallup poll found a record low 28% of Americans reporting that they were satisfied with the way democracy is working in the country. In the weeks before the election, surveys showed that many favored a concession speech from the losing presidential candidate, had broad concerns about the state of democracy and were fearful of future acts of political violence. Surveys from the National Election Pool and VoteCast highlight the role the issue of democracy played in the election. According to results provided by the National Election Pool, 34% percent of voters said that the state of democracy mattered most to their vote. The poll found that 25% of those who cast a ballot said that democracy in the U.S. is secure, while 73% said it is threatened. VoteCast found that half of voters identified the future of democracy as the single most important factor for their vote. 9 in 10 Harris voters who said that democracy was the single most important factor expressed concern that electing Trump would bring the country closer to authoritarianism. About 80% of Trump voters who chose democracy as their top issue expressed concern about a Harris presidency becoming authoritarian.

Harvested Online Documentation & Reference Sources • https://en.wikipedia.org/wiki/Red%20team • https://en.wikipedia.org/wiki/Vanta%20%28company%29 • https://en.wikipedia.org/wiki/2024%20United%20States%20presidential%20election