Artificial Intelligence Detection

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7 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Period ending 2026-09-21

1 new paper

A weekly snapshot of new work published in Artificial Intelligence Detection.

Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Artificial Intelligence Detection.

Period ending 2026-09-07

6 new papers

A weekly snapshot of new work published in Artificial Intelligence Detection.

79 papers

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  1. Collaborative Streaming Anomaly Detection with Interactive Explanations and Ensemble Consensus

    Sep 20, 2026Diogo Risca, Afonso Lourenço, Ricardo Martins +1Artificial Intelligence DetectionMultivariate Telemetry Data

  2. On Identifying Adversarial Intent Injection in AI-Native 6G Networks

    Sep 14, 2026Nilesh Chakraborty, Petar Djukic, Burak KantarciIntrusion DetectionArtificial Intelligence Detection

  3. MLIP Detective: Active Failure Mode Discovery Beyond Benchmark Scores for Machine-Learning Interatomic Potentials

    Sep 8, 2026Ryuhei Okuno, Nontawat Charoenphakdee, Kaoru Hisama +1Interatomic PotentialsFailure Mechanism

  4. Mind the Gap: Robustness Risks in PII Detection Systems

    Sep 3, 2026Adeel Zafar, Slawomir NowaczykEfficient Privacy LossArtificial Intelligence Detection

  5. Workload Identification with Physical Side Channels for AI Governance

    Aug 31, 2026Simone Gargiulo, Gabriel KulpInference WorkloadsWorkload

  6. Auditing Anonymous AI Models: A Four-Stage Protocol for Black-Box Identity Verification

    Aug 31, 2026Yisen XiAlgorithm AuditingAnonymization

  7. Detecting AI Impostors: How Do Middle Schoolers Identify LLM Agents in a Live Collaborative Setting?

    Aug 31, 2026Dan Schumacher, Pragathi Durga Rajarajan, Haven Kotara +6Artificial Intelligence DetectionArtificial Intelligence Literacy

  8. Verifiable abstention makes AI leak diagnosis accountable in urban water distribution networks

    Aug 19, 2026Tianwei Mu, Yue Wang, Mingzhe Yuan +8LeakageAlgorithm Auditing

  9. BREAD: Baseline-Referenced Explanations for Anomaly Diagnosis

    Aug 11, 2026Jiaqi Qiu, Rob Goedhart, Jannis Kurtz +1Anomaly DetectionAnomaly

  10. Why AI Detection Fails for Academic Integrity

    Aug 6, 2026Jonathan A. Karr, Grigorii Khvatskii, Ting Hua +1Academic IntegrityArtificial Intelligence Detection

  11. Magnet: Detecting Cross-Session AI Misuse Through Capability Accumulation

    Aug 3, 2026Natalie Isak, Matthew DressmanArtificial Intelligence DetectionThreat Models

  12. Steganalysis of Adaptive Covert Collusion in Tool-Using Agent Populations: A Black-Box, Cross-Principal Approach

    Aug 3, 2026Mohamed Chahine GhanemSteganographyAlgorithmic Collusion

  13. Cybersecurity Detection Classification with Reasoning-enabled Language Models

    Jul 30, 2026Amol Khanna, Manu Nandan, Cristian Viorel Popa +10Large Language Model SafetyArtificial Intelligence Detection

  14. Automated Transcript Analysis for Detecting Flaws in Agentic Benchmarks

    Jul 29, 2026Jeff Mohl, Nelson Gardner-Challis, Magda Dubois +6Algorithm AuditingAgentic Benchmarks

  15. Pangram 4 Technical Report

    Jul 29, 2026Ben Glickenhaus, Katherine Thai, Jenna Russell +4Machine-Generated Text DetectionArtificial Intelligence Detection

  16. What Does It Take to Detect an AI Agent? Minimal Feature Sets for Behavioral Detection under Browser Automation

    Jul 29, 2026Vishisht Choudhary, Lukas Schmidt, Anne Zoë Kenntner +3Artificial Intelligence DetectionBrowser Agent

  17. (EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations

    Jul 28, 2026Neta Kirmayer, David Tayouri, Andrés Murillo +3CybersecurityExplainability

  18. Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study

    Jul 27, 2026Diego Fernandez Arias, Dev Prashant Mistry, Ren Wang +1Multi-Agent Large Language Model SystemsArtificial Intelligence Detection

  19. EXE-Bench: Ranking the Tradeoffs of AI-based Windows Malware Detectors for Real-World Usability

    Jul 27, 2026Andrea Ponte, Daniel Gibert, Matous Kozak +5Malware DetectionSecurity Analysis

  20. Agentic Cloud Decoys: A Deception-Driven Framework for Autonomous Intrusion Investigation

    Jul 27, 2026Mohan Manivannan, Dalal AlharthiMultivariate Telemetry DataIntrusion Detection

  21. Beyond Heavy Log Curation: Perplexity-Based APT Detection via Unsupervised, Context-Augmented Language Models

    Jul 23, 2026Shoya Otsu, Kei Suzuki, Toshiaki Koike-Akino +2Attack DetectionArtificial Intelligence Detection

  22. ChainWatch: A Kill Chain-Aligned Sequential Detection Framework for Multi-Step Attacks in MCP-Based AI Agent Systems

    Jul 20, 2026Om Narayan, Rashmi Jyoti, Ramkinker SinghAttack DetectionTransferable Attack

  23. Using Fine-Tuned LLMs to Identify Indicators of Vulnerability in UK Police Incident Logs

    Jul 20, 2026Sam Relins, Daniel BirksPolicingVulnerable Code

  24. Detection, Attribution, Narration: An End-to-End Pipeline for Explainable Money Mule Identification

    Jul 20, 2026Yuge Zhang, Yuanxing Zhang, Yichao Jin +7Fraud DetectionExplainability

  25. The Refusal Residue: When Probes Catch Alignment Faking and When They Don't

    Jul 15, 2026Aman MehtaFake NewsRefusals

  26. C-Norm: Cell-Distribution Normalization Enables Precision Recognition of Medical-Cell Image

    Jul 14, 2026Yang Qianl, Liu Xiany, Dai Daw +5Acute Myeloid LeukemiaNormalization

  27. An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory

    Jul 13, 2026Ahmed Omar Salim Adnan, Yogananda Manjunath, Shivanjali KhareArtificial Intelligence DetectionConversational Artificial Intelligence

  28. The Entanglement Wall: Activation-Space Probes as Risk Detectors, Not Context Adjudicators

    Jul 12, 2026Dominik SchwarzArtificial Intelligence DetectionAlgorithm Auditing

  29. Observation-Level Watermarking and Detection for Tabular Data

    Jul 12, 2026Dongyu Cui, Xuan BiWatermarkingWatermarks

  30. Secret Scanner Agent: Extracting Secrets and Access Context from Unstructured Documents

    Jul 10, 2026Zixiao Chen, Mariko Wakabayashi, Charlotte SiskaSecurity AnalysisArtificial Intelligence Detection

  31. Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection

    Jul 5, 2026Henry Kabuye, Biju Issac, Jeyamohan NeeraArtificial Intelligence DetectionScalable Oversight

  32. Scaling Trends for Lie Detector Oversight in Preference Learning

    Jul 2, 2026Oskar J. Hollinsworth, Ann-Kathrin Dombrowski, Sam Adam-Day +2DeceptionPreference Learning

  33. Generative AI and Federated Learning for Intrusion Detection Systems: A Survey

    Jul 1, 2026Jiefei Liu, Abu Saleh Md Tayeen, Pratyay Kumar +5Intrusion DetectionFederated Learning

  34. Detecting AI Coding Agents in Open Source: A Validated Multi-Method Census of 180 Million Repositories

    Jun 23, 2026Arsham Khosravani, Audris MockusRepositoryCoding Agents

  35. When AUC 0.998 Is Not Enough: A Candidate Evaluation Protocol for Hidden-State Probes of Indirect Prompt Injection in Multimodal Computer-Use Agents

    Jun 22, 2026Yanhang Li, Zhichao Fan, Zexin ZhuangIndirect Prompt InjectionArtificial Intelligence Detection

  36. Honeyquest for LLMs: Rethinking Cyber Deception for AI Attackers

    Jun 19, 2026Kerri Prinos, Lilianne Brush, Cameron DentonDeceptionLanguage Model Evasion Attacks

  37. Whose Agent Are You? Multi-Layer Fingerprinting and Attribution of Autonomous Web Agents

    Jun 18, 2026Dayeon Kang, Hyejun Jeong, Jade Sheffey +2Web AgentsArtificial Intelligence Detection

  38. An AI Security Agent for Banking: Multi-Vector Fraud and AML Detection Across Retail and Corporate Accounts

    Jun 16, 2026Joseph Walusimbi, Joshua Benjamin SsentongoFraud DetectionBanking

  39. RogueAI: A Reverse Turing Test for Detecting Licensed AI Deception in Dialogue

    Jun 11, 2026Sara Candussio, Emanuele Ballarin, Lorenzo Bonin +2DeceptionCounter Turing Test

  40. The Distributed Detectability Band Against Marginal-Preserving Attacks

    Jun 9, 2026Zhang Qinqin, Gao YuzeSabotageDenial-Of-Service Attacks

  41. An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response

    Jun 6, 2026Joseph Walusimbi, Joshua Benjamin SsentongoArtificial Intelligence DetectionAuthentication

  42. SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection

    Jun 6, 2026Yichen Chen, Siying Li, Yuhang Liang +2Fraud DetectionArtificial Intelligence Detection

  43. GenTI: Benchmarking LLMs for Autonomous IDPS Rule Generation for Unseen Attacks

    Jun 4, 2026Hassan Jalil Hadi, Rehana Yasmin, Ali ShokerIntrusion DetectionCyber Threat Intelligence

  44. Plan First, Judge Later, Run Better: A DMAIC-Inspired Agentic System for Industrial Anomaly Detection

    Jun 3, 2026Yongzi Yu, Ao Li, Le Wang +4Zero-Shot Anomaly DetectionAgentic Systems

  45. ClawHub Security Signals: When VirusTotal, Static Analysis, and SkillSpector Disagree

    May 31, 2026Vincent Koc, Patrick Erichsen, Jacob Tomlinson +3Malicious CodeSecurity

  46. "I Strongly Suspect This Website Is a Scam": Benchmarking PII Leakage and Detection without Defense in Autonomous Web Agents

    May 30, 2026Soham Roy, Sarthakbrata Halder, Arya Bharaty +5Web AgentsArtificial Intelligence Detection

  47. Can You Trust What You See? Human and AI Detection of Synthetic Legal Evidence

    May 29, 2026Jinzhe Tan, Ali Ekber Cinar, Karim BenyekhlefArtificial Intelligence DetectionLegal Domain

  48. Detect in Any Scene: An Agentic Framework for Object Detection with Experience-Aware Reasoning

    May 29, 2026Wenlun Zhang, Jun Yin, Kentaro YoshiokaObject DetectionArtificial Intelligence Detection

  49. Generative AI and Digital Ecosystem Resilience: A Proactive Lifecycle-Based Survey

    May 28, 2026Jonghyun Chung, Rishabh Chaddha, Sanket Badhe +3Artificial Intelligence DetectionGenerative Artificial Intelligence

  50. The New Pro Se: Generative AI and the Surge in Federal Civil Self-Representation

    May 28, 2026Or Cohen-SassonGenerative Artificial IntelligenceRefugee Outcomes

  51. GenAI-Driven Threat Detection with Microsoft Security Copilot

    May 20, 2026Scott Freitas, Amir GharibArtificial Intelligence DetectionCopilot

  52. Base Models Look Human To AI Detectors

    May 19, 2026Yixuan Even Xu, Ziqian Zhong, Aditi Raghunathan +2Machine-Generated Text DetectionArtificial Intelligence Detection

  53. Artificial Intelligence can Recognize Whether a Job Applicant is Selling and/or Lying According to Facial Expressions and Head Movements Much More Correctly Than Human Interviewers

    May 17, 2026Hung-Yue Suen, Kuo-En Hung, Che-Wei Liu +2Facial Expression RecognitionInterviews

  54. ADR: An Agentic Detection System for Enterprise Agentic AI Security

    May 17, 2026Chenning Li, Pan Hu, Justin Xu +9Artificial Intelligence DetectionAgentic Systems

  55. Towards Trustworthy and Explainable AI for Perception Models: From Concept to Prototype Vehicle Deployment

    May 15, 2026Till Beemelmanns, Shayan Sharifi, Manas Mehrotra +2Autonomous Driving PerceptionExplainable Artificial Intelligence

  56. Watermarking Game-Playing Agents in Perfect-Information Extensive-Form Games

    May 14, 2026Juho Kim, Fei Fang, Tuomas SandholmLarge Language Model WatermarksWatermarking

  57. Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods

    May 14, 2026Andrii Shportko, Inessa VerbitskyMachine-Generated Text DetectionArtificial Intelligence Detection

  58. Context-Aware Web Attack Detection in Open-Source SIEM Systems via MITRE ATT&CK-Enriched Behavioral Profiling

    May 13, 2026Badr Alboushy, Assef Jafar, Mohamad Aljnidi +2Attack DetectionArtificial Intelligence Detection

  59. Content-Aware Attack Detection in LLM Agent Tool-Call Traffic: An Empirical Study of Features, Architectures, and Evaluation Protocols

    May 11, 2026Sultan ZavrakLanguage Model Evasion AttacksArtificial Intelligence Detection

  60. AgentShield: Deception-based Compromise Detection for Tool-using LLM Agents

    May 10, 2026Yassin H. Rassul, Tarik A. RashidLanguage Model Evasion AttacksDeception