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Data mining technique
An inference attack is a data mining technique performed by analyzing data in order to illegitimately gain knowledge about a subject or database. A subject's
Inference_attack
Computer privacy attack
Keystroke inference attacks are a class of privacy-invasive technique that allows attackers to infer what a user is typing on a keyboard. The origins
Keystroke_inference_attack
Class of web security attacks
Saxena, Prateek (1 January 2015). "I Know Where You've Been: Geo-Inference Attacks via the Browser Cache". IEEE Internet Computing. 19 (1): 44–53. Bibcode:2015IIC
Cross-site_leaks
Research field that lies at the intersection of machine learning and computer security
level sample of these attack types include: Adversarial examples Trojan and backdoor attacks Model inversion Membership inference An adversarial example
Adversarial_machine_learning
Method for hiding personal data in databases
of dates. This is an example of an inference attack. The weakness of pre-GDPR pseudonymized data to inference attacks is commonly overlooked. A famous example
Pseudonymization
Device that measures proper acceleration
done without a user's knowledge or consent, this is referred to as an inference attack. Additionally, millions of smartphones could be vulnerable to software
Accelerometer
Type of adversarial machine learning attack
Stronati, Marco; Song, Congzheng; Shmatikov, Vitaly (2017). "Membership Inference Attacks Against Machine Learning Models". IEEE Symposium on Security and Privacy:
Model_inversion_attack
Refutation of a logical fallacy
system. The main difference between causal inference and inference of association is that causal inference analyzes the response of an effect variable
Correlation does not imply causation
Correlation_does_not_imply_causation
Decentralized machine learning
computational overhead, and vulnerability to security threats like inference attacks. Future directions include developing personalized FL frameworks,
Federated_learning
Violent tactic resulting in the attacker's intentional death
A suicide attack (also known by a wide variety of other names, see below) is a deliberate attack in which the perpetrators intentionally end their own
Suicide_attack
Airstrikes and capture of Nicolás Maduro
pattern in recent Venezuelan election". Statistical Modeling, Causal Inference, and Social Science. Archived from the original on 7 December 2025. Retrieved
2026 United States intervention in Venezuela
2026_United_States_intervention_in_Venezuela
Intelligent design book by William A. Dembski and Winston Ewert
The Design Inference: Eliminating Chance through Small Probabilities is a book which sets out to establish approaches by which evidence of intelligent
The_Design_Inference
American computer scientist
Shmatikov introduced the first "Membership Inference" attacks on machine learning models. This allows an attacker to learn what data a machine learning model
Vitaly_Shmatikov
Method of logical reasoning
prediction, statistical syllogism, argument from analogy, and causal inference. There are also differences in how their results are regarded. A generalization
Inductive_reasoning
Software component
or upon each mouse click. Virtual keyboards may prevent keystroke inference attacks but can also act as keyloggers through telemetry and can leak sensitive
Virtual_keyboard
Measuring the point of gaze or motion of an eye relative to the head
health condition. If such inferences are drawn without a user's awareness or approval, this can be classified as an inference attack. Eye activities are not
Eye_tracking
Field of study in artificial intelligence
retain sets, verified through membership inference attacks rather than loss-based proxies alone. Similarly, the Attack-and-Reset for Unlearning (ARU) algorithm
Machine_unlearning
Terrorist attack in India in September 2002
cognizance of the alleged involvement of witnesses in the attack. Furthermore, no inference about their involvement in terrorist activity could be made
Akshardham_Temple_attack
Vehicle ramming attack in China
all out to treat the injured, investigate and deal with them, and draw inferences from one example to carry out problem investigation and rectification]
2024_Zhuhai_car_attack
Misuse of data analysis
correction, more sophisticated selective inference methods are available. The most common selective inference method is the use of Benjamini and Hochberg's
Data_dredging
Ongoing genocide in the Gaza Strip
that this is the only inference that could reasonably be drawn from the acts in question" ""Genocidal Acts": UN Slams Israel's Attacks On Gaza Reproductive
Gaza_genocide
Public cloud and edge provider
training, fine-tuning, and inference. In January 2025, the company introduced Everywhere Inference, a serverless inference solution that enables AI model
Gcore
Unit of data used in information technology
how a host responds to an odd packet, such as a Christmas tree packet, inferences can be made regarding the host's operating system. Versions of Microsoft
Christmas_tree_packet
Legal concept
PMC 7761157. PMID 32601475. Ayday, Erman; Humbert, Mathias (2017). "Inference Attacks against Kin Genomic Privacy". IEEE Security & Privacy. 15 (5): 29–37
Genetic_privacy
Social media platform owned by Meta
trial or case-control, meaning they were incapable of drawing causal inferences. The WSJ reported that Instagram can worsen poor body image of young people
2018 book by Judea Pearl and Dana Mackenzie
Dana Mackenzie. The book explores the subject of causality and causal inference from statistical and philosophical points of view for a general audience
The_Book_of_Why
Analysis of facts to form a judgment
self-regulatory judgment which results in interpretation, analysis, evaluation, and inference, as well as explanation of the evidential, conceptual, methodological
Critical_thinking
Concepts underlying statistical methods
preferred fiducial inference Type II errors Which result from an alternative hypothesis Inductive behavior (Vs inductive reasoning) Fisher's attack on inductive
Foundations_of_statistics
also arise unintentionally through cognitive bias, ambiguity, or faulty inference. In deductive reasoning, a formal fallacy renders an argument invalid
List_of_fallacies
American company
hackers hijacked the Hugging Face platform to launch Android-targeted attacks involving "powerful malware" which could completely take over a compromised
Hugging_Face
Species of fish
Carl J. (2016). "Late Cenozoic catfishes of Southeastern Europe with inference to their taxonomy and palaeogeography". Palaeontologia Electronica. 19
Wels_catfish
Professor of computer science
Zaki), Stat. Anal. Data Min. 5(4): 265-283 (2012) 2011: "On passive inference attacks against physical-layer key extraction." (with Matthew Edman, and Aggelos
Bülent_Yener
private information. One of the attacks specific to location-based services is the space or time correlated inference attacks, in which the visited location
Spatial_cloaking
Language models designed for reasoning tasks
revise earlier reasoning steps and utilize additional computation during inference as a method to scale performance, complementing traditional scaling approaches
Reasoning_model
Series of racially motivated murders in San Francisco, California
specific facts in the attached partial list of victims amply supports the inference, on courtroom evidence, that the similarity of pattern is better explained
Zebra_murders
American artificial intelligence company
with Broadcom to design a custom AI chip capable of both training and inference, targeted for mass production in 2026 and to be manufactured by TSMC on
OpenAI
Statement supporting a conclusion
sciences, such as mathematics. Deductive arguments follow rules of inference. A rule of inference is a general scheme for drawing conclusions. Each rule has a
Premise
Concept in natural language processing
language processing, textual entailment (TE), also known as natural language inference (NLI), is a directional relation between text fragments. The relation
Textual_entailment
Ongoing case at the International Court of Justice
genocidal intent from a pattern of conduct only if "this is the only inference that could reasonably be drawn from the acts in question." "Top Experts'
South Africa's genocide case against Israel
South_Africa's_genocide_case_against_Israel
Approach to program evaluation
practice very little to adopt one or another of current global theories in attacking, say, the problem of juvenile delinquency, but it does help a great deal
Theory-driven_evaluation
Privacy technique in software
systems". In Proc. of CCS 2013, ACM, pp. 901–914, 2013. Krumm, J, “Inference Attacks on Location Tracks”. In Proc. Pervasive 2007, Springer-Verlag, pp
Location_obfuscation
Violations of laws of war
"patterns of conduct" rather than requiring it to be the "only reasonable inference". Conversely, the United States, Hungary, and Fiji filed interventions
Israeli war crimes in the Gaza war
Israeli_war_crimes_in_the_Gaza_war
Study of analyzing information systems in order to discover their hidden aspects
Broemeling, Lyle D. (1 November 2011). "An Account of Early Statistical Inference in Arab Cryptology". The American Statistician. 65 (4): 255–257. doi:10
Cryptanalysis
Creature that preys on humans
hunting behavior. This does not include the scavenging of corpses, a single attack born of opportunity or desperate hunger, or the incidental eating of a human
Man-eating_animal
2023 dam breach in Ukraine
natural causes. Engineers interviewed by The New York Times made the same inference from the infrared heat signal picked up by a US satellite. Volker Oye
Destruction of the Kakhovka Dam
Destruction_of_the_Kakhovka_Dam
Ancient state in West Asia
transmitted Assyro-Babylonian and Urartian traditions to the Persians. The inference is that Cyrus assimilated into Median traditions, given Media's previous
Median_kingdom
Erroneous AI-generated content
bases and inference engines. Ji et al. divide common mitigation methods into two categories: data-related methods and modeling and inference methods. Data-related
Hallucination (artificial intelligence)
Hallucination_(artificial_intelligence)
"Rejecting a paper can get you killed « Statistical Modeling, Causal Inference, and Social Science". statmodeling.stat.columbia.edu. Retrieved May 1
List of school shootings in the United States (before 2000)
List_of_school_shootings_in_the_United_States_(before_2000)
2021 defamation lawsuit in the US
Murdoch may have acted with actual malice because there was a reasonable inference they "either knew Dominion had not manipulated the election or at least
Dominion Voting Systems v. Fox News Network
Dominion_Voting_Systems_v._Fox_News_Network
2023–24 U.S. legal and political dispute
concludes that the drafting history of the 14th Amendment may undercut the inference that the President and Vice President were deliberately omitted from Section
Presidential eligibility of Donald Trump
Presidential_eligibility_of_Donald_Trump
Subset of artificial intelligence
Inductive Inference Archived 22 December 2017 at the Wayback Machine, PhD thesis, University of Edinburgh, 1970. Shapiro, Ehud Y. Inductive inference of theories
Machine_learning
Type of machine learning model
llama.cpp – Software library for LLM inference SGLang – Open-source framework for large language model inference and multimodal models TensorRT-LLM –
Large_language_model
Commission further determined that genocidal intent is the only reasonable inference from the totality of evidence, and that Israeli political and military
List of humanitarian and human rights groups accusing Israel of genocide in Gaza
List_of_humanitarian_and_human_rights_groups_accusing_Israel_of_genocide_in_Gaza
AI that generates content
that can handle the large amount of data and computation required for inferencing. Westover, Brian (September 28, 2023). "Who Needs ChatGPT? How to Run
Generative_AI
authorities, concluding that genocidal intent is the "only reasonable inference" that could be drawn based on the evidence. A United Nations panel also
Intent and incitement in the Gaza genocide
Intent_and_incitement_in_the_Gaza_genocide
Major earthquakes in the Turkey–Syria border region
earthquake on the centuries-long seismic quiescence of the Dead Sea fault: inferences from the North Anatolian fault". Scientific Reports. 14 (15440): 15440
2023_Turkey–Syria_earthquakes
Question of whether inductive reasoning leads to definitive knowledge
of inference as a means of valid knowledge could never be stated. The 9th century Indian skeptic, Jayarasi Bhatta, also made an attack on inference, along
Problem_of_induction
Congolese politician and independence leader (1925–1961)
chain of events and testimony is strong enough to permit a reasonable inference that the plot to assassinate Lumumba was authorized by President Eisenhower
Patrice_Lumumba
Domesticated species of canid
to solve problems. Studies of two dogs suggest that dogs can learn by inference. A study with Rico, a Border Collie, showed that he knew the labels of
Dog
Scientific field of study
employs a priori and a posteriori reasoning as well as the use of Bayesian inference to measure the validity of a given theory. Study of the philosophical
Physics
Event in Second Sino-Japanese War
plague attack (simplified Chinese: 开明街鼠疫灾难; traditional Chinese: 開明街鼠疫災難; lit. 'Kaiming Street plague disaster') was a secret biological warfare attack launched
Ningbo_plague_attack
2006 Italian association football scandal
consummation' crimes, which are nothing more than the fruit of hypotheses and inferences of that prosecutor who in the courtroom had asserted 'there were no other
Calciopoli
Use of AI by the Israel Defense Forces in the Gaza war
systems is to provide outcomes based on statistical and probabilistic inferences and correlations from historical data, and not any type of reasoning,
AI-assisted targeting in the Gaza Strip
AI-assisted_targeting_in_the_Gaza_Strip
Overview of and topical guide to logic
statements and arguments, both through the study of formal systems of inference and the study of arguments in natural language. The scope of logic can
Outline_of_logic
American technology company
2023). "Cloudflare to deploy Nvidia GPUs at the Edge for generative "AI" "inference" - in up to 300 data centers". Datacenter Dynamics. Retrieved July 9,
Cloudflare
Branch of mathematics that studies sets
Schoenflies, von Neumann worried that "We see only that the known modes of inference leading to the antinomies fail, but who knows where there are not others
Set_theory
Plants that consume animals
peristome, maintaining its slippery nature. The ants have been reported to attack struggling prey, hindering their escape, so there might be an element of
Carnivorous_plant
1992 murder in Manchester, England
the report failed to demonstrate any definitive link, "merely drawing inferences from ... often highly speculative accounts in the press rather than independent
Murder_of_Suzanne_Capper
2014 aircraft disappearance
from Flight 370) The aircraft did not respond to a ping at 09:15. A few inferences can be made from the satellite communications. The first is that the aircraft
Malaysia_Airlines_Flight_370
Emperor of China (1908–1912) and of Manchukuo (1934–1945)
to be aroused by Wan Jung's [Wanrong's] unusual, sensual beauty. The inference is, of course, that Pu Yi was either impotent, extraordinarily immature
Puyi
1988 aircraft bombing over Scotland
evidence that an unaccompanied bag was taken from KM180 to PA103A, the inference that that was the primary suitcase becomes, in our view, irresistible
Pan_Am_Flight_103
Ancient school of Indian materialism
philosophies. Charvaka holds direct perception, empiricism, and conditional inference as proper sources of knowledge, embraces philosophical skepticism, and
Charvaka
depression aids locus discovery, fine mapping, gene prioritization and causal inference". Nature Genetics. 56 (2): 222–233. doi:10.1038/s41588-023-01596-4. ISSN 1546-1718
2024_in_science
Textbook on logical fallacies by T. Edward Damer
of the conclusion, and that are not involved in any faulty deductive inference. Fallacies such as begging the question, denying the antecedent, or undistributed
Attacking_Faulty_Reasoning
theology, the existence of the "non-elect" and "reprobation" is a necessary inference from "elect" and "election." Per the Westminster Confession, accepted
Predestination in Protestantism
Predestination_in_Protestantism
Extinct genus of saber-toothed cat
A.; Jefferson, G. T.; O'Brien, S. J. (1992). "Molecular phylogenetic inference from saber-toothed cat fossils of Rancho La Brea". Proceedings of the
Smilodon
Pre-Neanderthal population in Spain
organization in the Middle Pleistocene hominins from Sima de los Huesos. Inferences from endocranial variation". Journal of Human Evolution. 129: 83–87. Bibcode:2019JHumE
Sima_de_los_Huesos_hominins
defendants are not obligated to testify, juries are instructed not to draw any inferences from a defendant's decision not to testify, and prosecutors cannot comment
Criminal trial of Donald Trump in New York
Criminal_trial_of_Donald_Trump_in_New_York
Species of snake
L.; Donnellan, S.C.; Hutchinson, M. N. (2008). "Python phylogenetics: inference from morphology and mitochondrial DNA". Biological Journal of the Linnean
Reticulated_python
2004 documentary film by Michael Moore
getting tainted by Mr. Moore's poison-camera penchant for drawing dark inferences from dubious evidence." Entertainment Weekly put it on its end-of-the-decade
Fahrenheit_9/11
argue, based on our findings here, that intent to deceive is a reasonable inference from most of Trump's false tweets, and that drawing that conclusion when
False or misleading statements by Donald Trump (first term)
False_or_misleading_statements_by_Donald_Trump_(first_term)
Sectarian violence in the Indian state
an inquiry committee appointed by the Supreme Court drew an "adverse inference" from the video footage, though it failed to uncover evidence that money
2002_Gujarat_violence
Chatbot developed by DeepSeek
DeepSeek-GRM. The goal of using these techniques is to foster more effective inference-time scaling within their LLM and chatbot services. Notably, DeepSeek
DeepSeek_(chatbot)
Position that there is no relationship between two phenomena
are types of conjectures used in statistical tests to make statistical inferences, which are formal methods of reaching conclusions and separating scientific
Null_hypothesis
American conservative cable news channel
Murdoch may have acted with actual malice because there was a reasonable inference they "either knew Dominion had not manipulated the election or at least
Fox_News
analysis of the results and voting patterns does not give rise to an inference of fraud". Gableman's 13-month investigation found no evidence of election
Attempts to overturn the 2020 United States presidential election
Attempts_to_overturn_the_2020_United_States_presidential_election
Cloud-based service and infrastructure
for Internet of Things Edge TPU – Purpose-built ASIC designed to run inference at the edge. As of 2018,[update] this product is in private beta. Cloud
Google_Cloud_Platform
Probability of shared birthdays
problem: a contemporary review." Journal of Statistical Planning and Inference 130.1-2 (2005): 377-389. Mario Cortina Borja, The Strong Birthday Problem
Birthday_problem
reference to masturbation..." Kevin J. Vanhoozer also agrees that this inference is suggested by the Talmudic parallels. He furthermore notes that, at
Christian views on masturbation
Christian_views_on_masturbation
5th-century BC Athenian Greek tragedian
work, and understanding of earlier Greek tragedy is largely based on inferences made from reading his surviving plays. According to Aristotle, he expanded
Aeschylus
American investigative journalist (born 1937)
response to Hersh's 1983 book The Price of Power, accused him of including "inference piled on assumption, third-hand hearsay accepted as fact, the self-serving
Seymour_Hersh
Pair of individuals, peoples, or lands in the Bible and the Quran
vaguely as "wild tribes" or "desert nomads", but one researcher made the inference Rubruck must have meant Jews, and that he was speaking in the context
Gog_and_Magog
Computer exploit using just-in-time compilation
Retrieved 22 January 2011. Dion Blazakis. "Interpreter Exploitation. Pointer Inference and JIT Spraying" (PDF). Black Hat & Defcon 2010.; "Slides" (PDF). Alexey
JIT_spraying
American businessman and government official (born 1962)
SC, in memory of her maternal grandfather... Note, this source allows inference that McLeod was mother Barbara's maiden name. Pavia, Will (April 11, 2025)
Scott_Bessent
Pathological fear of contamination and germs
of beta blockers and benzodiazepines to mitigate phobia-related panic attacks. People with mysophobia may display abnormal behaviours including: excessive
Mysophobia
Disappearance of an American woman on September 11, 2001
He found the threats "too attenuated in time to support a reasonable inference" that Cal intended to kill Michele that night, and noted that more than
Disappearance of Michele Anne Harris
Disappearance_of_Michele_Anne_Harris
Bosnian Serb politician and war criminal (born 1945)
ISBN 978-1-10707-335-7. online review Sterio, Milena. "The Karadzic Genocide Conviction: Inferences, Intent, and the Necessity to Redefine Genocide." Emory Int'l Law Rev
Radovan_Karadžić
3D-printable firearm
of hundreds of anonymous internet posts, but does so using statistical inference from language patterns rather than direct evidence. In these posts he
FGC-9
Campaign of the web series Critical Role
from Keyleth of the Air Ashari to investigate an attack in Marquet. This attack was similar to an attack on Keyleth in 837 PD which left Orym's husband
Critical_Role_campaign_three
Founder of Manetho's 1st dynasty and unifier of Egypt
with him". However, Seidlmayer (2004) states that it is "a fairly safe inference" that Menes was Hor-Aha. Two documents have been put forward as proof
Menes
INFERENCE ATTACK
INFERENCE ATTACK
Boy/Male
Muslim/Islamic
Influence commanding, personality, awe
Boy/Male
Arabic, Muslim, Sindhi
Commanding Personality; Influence
Girl/Female
Muslim/Islamic
Wealth Power, Influence
Girl/Female
Spanish
Reference to the Incarnation.
Girl/Female
Tamil
Kunshitha | கà¯à®‚ஷீ தா
Reference to the immaculate conception
Kunshitha | கà¯à®‚ஷீ தா
Girl/Female
Spanish
Reference to the Nativity.
Girl/Female
Spanish
Reference to the Ascension.
Girl/Female
Tamil
Kunshita | கà¯à®¨à¯à®·à¯€à®¤à®¾Â
Reference to the immaculate conception
Kunshita | கà¯à®¨à¯à®·à¯€à®¤à®¾Â
Girl/Female
Indian
Inference
Girl/Female
Spanish
Reference to the Incarnation.
Girl/Female
Arabic, Muslim
Wealth; Power; Influence
Boy/Male
Muslim
Influence, Commanding, Personality
Girl/Female
Spanish
Reference to the Nativity.
Girl/Female
Hindu
Reference to the immaculate conception
Boy/Male
Hindu, Indian
Difference
Girl/Female
Spanish
Reference to the Incarnation.
Boy/Male
Indian
Influence, Commanding, Personality
Girl/Female
Arabic, Muslim
Wealth; Power; Influence
Girl/Female
Arabic, Muslim
Distinction; Difference; Manner
Girl/Female
Tamil
Inference
INFERENCE ATTACK
INFERENCE ATTACK
Girl/Female
Indian, Telugu
The River
Boy/Male
French
Surname derived from 'Le Mans' in France.
Boy/Male
American, Australian, British, Christian, Danish, English, French, German, Indian, Parsi, Swedish
Treasurer; Keeper of the Treasurer; Treasure Bearer
Girl/Female
Muslim
Wild rose, Blue scented flower
Boy/Male
Biblical
A rat; bruising.
Girl/Female
Tamil
God
Boy/Male
Hindu, Indian
Desirous
Boy/Male
Hindu
Lord Shiva
Boy/Male
Tamil
Gold
Girl/Female
Indian
Beauty of Seasons
INFERENCE ATTACK
INFERENCE ATTACK
INFERENCE ATTACK
INFERENCE ATTACK
INFERENCE ATTACK
n.
The act of referring, or the state of being referred; as, reference to a chart for guidance.
n.
Power or authority arising from elevated station, excelence of character or intellect, wealth, etc.; reputation; acknowledged ascendency; as, he is a man of influence in the community.
n.
An erroneous inference or conclusion.
n.
That which inferred; a truth or proposition drawn from another which is admitted or supposed to be true; a conclusion; a deduction.
a.
Deduced or deducible by inference.
v. t.
To control or move by power, physical or moral; to affect by gentle action; to exert an influence upon; to modify, bias, or sway; to move; to persuade; to induce.
n.
Hence, in general, the bringing about of an effect, phusical or moral, by a gradual process; controlling power quietly exerted; agency, force, or tendency of any kind which the sun exerts on animal and vegetable life; the influence of education on the mind; the influence, according to astrologers,of the stars over affairs.
adv.
By way of inference.
n.
A general inference.
n.
Conclusion; inference.
n.
That which refers to something; a specific direction of the attention; as, a reference in a text-book.
adv.
By induction or inference.
n.
Inference; deduction; thing deduced.
n.
Greatness, in reference to influence or effect; importance; as, an affair of magnitude.
n.
Drawing inference.
n.
The act or process of inferring by deduction or induction.
n.
Alt. of Inherency
adv.
By implication or inference.
n.
Inherence; subsistence.
n.
The act of differing; the state or measure of being different or unlike; distinction; dissimilarity; unlikeness; variation; as, a difference of quality in paper; a difference in degrees of heat, or of light; what is the difference between the innocent and the guilty?