Digital Forensics

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3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Correct Answers, Unsupported Findings: Evidence Binding in Forensic Reconstruction of LLM Agent Logs

    Oct 7, 2026Taehyeon Yun, Dongho Kim, Geonwoo Kim +3Digital ForensicsData Provenance

    aSungkyunkwan University, Republic of Korea

  2. Ariadne's Thread of LipSync: Unraveling Forgeries via Inconsistency between Lip Motions and Head Poses

    Oct 6, 2026Tianyi She, Jiawei Liu, Weifeng Liu +3Digital ForensicsDeepfake Detection

    University of Science and Technology of China, HeFei, China · Shanghai Jiaotong University · Peking University +1

  3. Team MSU GenText-Forensics Challenge 2026 Technical Report

    Sep 29, 2026Kirill Koltsov, Aleksandr Gushchin, Dmitriy Vatolin +1Image Forgery DetectionDigital Forensics

    Lomonosov Moscow State University Moscow, Russia · MSU Institute for Artificial Intelligence Moscow, Russia

  4. Tracing the Origins: Legacy Codec Identification in Neural Audio Transcoding

    Sep 14, 2026Wonje Heo, Shinee Youn, Yooshin Kim +2Neural Audio CodecsDigital Forensics

    Department of Electrical Engineering and Computer Science (EECS), DGIST, Republic of Korea · School of Undergraduate Studies, DGIST, Republic of Korea

  5. VeriScene: Reconstructing Crime Scenes from Legal Evidence via World-Model Agent

    Sep 8, 2026Kevin Chuanpu Fu, Yongsen Zheng, Zee Kin Yeong +1Physical Consistency in Video GenerationDigital Forensics

    Nanyang Technological University, Singapore · Singapore Academy of Law, Singapore

  6. Discovering Persistent Behavioural Patterns for Interpretable Blockchain Forensics

    Aug 13, 2026Dorottya Zelenyanszki, Zhe Hou, Kamanashis Biswas +1Digital Forensics

    Griffith University, 170 Kessels Road, Nathan, 4111, QLD, Australia · Australian Catholic University, 1100 Nudgee Road, Banyo, 4014, QLD, Australia

  7. Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation

    Aug 8, 2026Yichun Yeh, Yiheng Li, Xiaobo Hu +2Multimodal GroundingDigital Forensics

    MAIS, CASIA; SAI, UCAS · SAI, UCAS; MAIS, CASIA

  8. The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints

    Aug 8, 2026Tianle Yang, Cuiling Zhang, Chengzhe Sun +2Biometric IdentificationSpeaker Verification

    University at Buffalo, Department of Linguistics, Buffalo, NY, United States · Southwest University of Political Science and Law, Institute of Intelligent Justice, Chongqing, China · Southwest University of Political Science and Law, School of Criminal Investigation, Chongqing, China +2

  9. KnifeHunter: Structured Local Representation Learning for Fine-Grained Knife Image Retrieval in Law Enforcement

    Aug 7, 2026Syed Sameed Husain, Eng-Jon Ong, Stephen Simpson +3Fine-Grained Image RetrievalDigital Forensics

    Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford GU27XH, UK · Metropolitan Police UK

  10. AI Forensics Across White-, Grey-, and Black-Box Access: A Process Model and Research Agenda for Post-Incident Investigation of AI Systems

    Aug 4, 2026Ali Dehghantanha, Sajad HomayounDigital Forensics

    Cyber Science Lab, University of Guelph, Canada · Cyber Security Group, Dept. of Electronic Systems, Aalborg University, Denmark

  11. PCAP-LM: An LLM-Native Text Representation for TLS Bulk Traffic Analysis

    Jul 30, 2026Xavier Marjou, Lucas Tamic, Ilan Jaffeux-ChenioutEncrypted Network Traffic AnalysisCybersecurity

    Orange

  12. SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response

    Jul 29, 2026Lehan Wang, Boli Chen, Ruixue Ding +7LLM Agent EvaluationCybersecurity

    Tongyi Lab, Alibaba Group · Alibaba Cloud Computing, Alibaba Group · The Hong Kong University of Science and Technology

  13. AI Watermark Evidence Fails Forensic Readiness: An Empirical Evaluation

    Jul 17, 2026Saifur Rahman Tamim, Amir Labib KhanWatermark RemovalText Watermarking

    Department of Computer Science and Engineering Northern University Bangladesh

  14. The Third Competition on Document Forgery Detection on ID-Cards and Passports

    Jul 17, 2026Juan E. Tapia, Mario Nieto, Juan M. Espin +4Image Forgery DetectionDigital Forensics

    1Hochschule Darmstadt (h-da), da/sec-Biometrics and Internet Security Research, Germany · 2Facephi Biometrics, Spain · 3Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany +1

  15. Normalisation-Based Likelihood Ratio Estimation for Forensic Authorship Verification

    Jul 10, 2026Sadie Barlow, Andrea Nini, Edoardo ManinoDigital ForensicsAuthorship Attribution

    The University of Manchester, Department of Linguistics and English Language, Oxford Road, Manchester, M13 9PL · The University of Manchester, Department of Computer Science, Oxford Road, Manchester, M13 9PL

  16. Verification of Dynamic Holographic Behavior in Identity Documents

    Jul 7, 2026Glen Pouliquen, Joseph Chazalon, Guillaume Chiron +2Image Forgery DetectionDigital Image Forensics

    IDnow Research Center, France · EPITA Research Lab · IDnow Research Center, Cesson-Sévigné, France +1

  17. EVAS: Efficient Multimodal Temporal Forgery Localization via Audio-Visual Synergy and Steered Boundary Calibration

    Jul 5, 2026Shen Shen, Quan Zhang, Dan Jiang +1Audio-Visual Representation LearningDigital Forensics

    Soochow University · Tsinghua University

  18. Abductive Corroboration of Probabilistic AI Models for Forensic Synthetic Media Detection

    Jul 3, 2026Junade AliAI-Assisted Decision MakingAbductive Reasoning

    The Alan Turing Institute Defence and National Security Programme London, United Kingdom

  19. CHARLIE: An On-Premise Multi-Agent Retrieval-Augmented Generation System for Evidential Reasoning in Forensic Science

    Jul 1, 2026Leandro D. Carneiro, Andre L. S. Meirelles, Juliano de A. Gomes +1Multi-Agent LLM SystemsDigital Forensics

    Forensic Institute, Civil Police of Federal District, Brazil · University of Brasília, Brazil

  20. Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence

    Jul 1, 2026Jose Luis Vela Alonso, Carmen PellicerSynthetic Data GenerationNetwork Intrusion Detection

    CESTE, University Center, Zaragoza, Spain

  21. Trustworthy Image Authentication using Forensic Knowledge Graphs

    Jun 22, 2026Tai D. Nguyen, Matthew C. StammImage Forgery DetectionDigital Image Forensics

    Drexel University, Philadelphia, PA 19104, USA

  22. SEED: Simple ViT and Evolving Harness for Explainable Text Forgery Detection

    Jun 19, 2026Kahim Wong, Kemou Li, Yiming Chen +2Image Forgery DetectionDigital Image Forensics

    State Key Laboratory of Internet of Things for Smart City, Department of Computer and Information Science, University of Macau · School of Information and Software Engineering, University of Electronic Science and Technology of China

  23. Fusing Stylometric and Embedding Systems to Estimate Authorship Likelihood Ratios in Japanese

    Jun 12, 2026Praju Ghatpande, Satoru Tsuge, Shunichi Ishihara +2Ensemble LearningDigital Forensics

  24. Bridging the Modality Gap in Forensic Image Retrieval

    Jun 10, 2026Ricardo González-Gazapo, Annette Morales-González, Yoanna Martínez-Díaz +2Multimodal IRDigital Forensics

    Advanced Technologies Application Center (CENATAV), Havana, Cuba · Centro de Sistemas Complejos, Facultad de Física, Universidad de La Habana, Havana, Cuba

  25. Benchmarking and Exploring the Capabilities of LLMs for Attack Investigations

    Jun 9, 2026Aniket Anand, Yiwei Hou, Daniel Fields +4LLM EvaluationCybersecurity

    University of Chicago · USA · University of California, Berkeley +1

  26. Sample-Efficient LLM-Based Detection of Malicious Web Server Logs with Forensically Explainable Reasoning

    Jun 7, 2026Bernhard Kneip, Nhien-An Le-Khac, Hong-Hanh Nguyen-LeExplainable Artificial IntelligenceCoT Reasoning

  27. The CIFAR Synthetic Evidence Corpus for Detecting AI-Generated Evidence

    Jun 6, 2026Kelly McConvey, Jalehsadat Mahdavimoghaddam, Nima Jamali +8Digital ForensicsSynthetic Benchmark Generation

    University of Toronto · University of Waterloo · University of British Columbia +2

  28. MimeLens: Position-Agnostic Content-Type Detection for Binary Fragments

    Jun 2, 2026Michael J. BommaritoDigital ForensicsClassification

  29. Explainable Forensics of Manipulated Segments in Untrimmed Long Videos

    Jun 1, 2026Yue Feng, Jingjing Li, Qijia Lu +9Digital ForensicsDeepfake Detection

    MoE Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics · Dalian University of Technology · Independent Scholar +2

  30. DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform

    May 28, 2026Naisha MinnahAudio Deepfake DetectionImage Forgery Detection

    Department of Computer Science Providence Women’s College, Calicut Affiliated to University of Calicut, Kerala, India · Affiliated to University of Calicut, Kerala, India

  31. ClueAegis: Heuristic-to-Reasoning Cognitive-skill Learning for Unified Evidence-based Synthetic Image Detection

    May 24, 2026Huangsen Cao, Hongkang Chu, Yuxi Li +6Digital Image ForensicsDigital Forensics

    Zhejiang University · University of the Chinese Academy of Sciences · WeChat Vision, Tencent Inc

  32. Verifiable Provenance and Watermarking for Generative AI: An Evidentiary Framework for International Operational Law and Domestic Courts

    May 20, 2026Gustav Olaf Yunus Laitinen-Fredriksson Lundström-Imanov, Nurana AbdullayevaData ProvenanceDigital Forensics

    Department of Military Studies, Försvarshögskolan (Swedish Defence University), Drottning Kristinas väg 37, 115 93 Stockholm, Sweden · School of Law, ADA University, Ahmadbey Aghaoghlu Street 61, Baku AZ1008, Azerbaijan

  33. DocQT: Improving Document Forgery Localization Robustness via Diverse JPEG Quantization Tables

    May 19, 2026Kylian Ronfleux-Corail, Guillaume Bernard, Mickaël Coustaty +1Image Corruption RobustnessImage Forgery Detection

    L3I · MAIF, Niort, France · L3i Laboratory, La Rochelle University, La Rochelle, France

  34. SpecSem-Net: Integrating Spectral and Semantic Features for Robust AI-generated Video Detection

    May 17, 2026Zixi Wei, Huixuaun Zhang, Xiaojun WanDigital ForensicsDeepfake Detection

    Wangxuan Institute of Computer Technology, Peking University

  35. Attribution-Guided Multimodal Deepfake Detection via Cross-Modal Forensic Fingerprints

    Apr 29, 2026Wasim Ahmad, Wei Zhang, Xuerui MaoAudio Deepfake DetectionCross-Modal Representation Learning

    School of Interdisciplinary Science, Beijing Institute of Technology, Beijing 100081, China

  36. Whether, Which, and Whose: Solving the Triple Challenge of Deepfake Proactive Forensics in Multi-Face Scenarios

    Apr 29, 2026Lei Zhang, Zhiqing Guo, Dan Ma +2Digital ForensicsImage Forgery Localization

    School of Computer Science and Technology, Xinjiang University, Urumqi, 830017, China · Xinjiang Multimodal Intelligent Processing and Information Security Engineering Technology Research Center, Urumqi, 830017, China · College of Computer Science and Electronic Engineering, Hunan University, Changsha, 410082, China

  37. TraceScope: Interactive URL Triage via Decoupled Checklist Adjudication

    Apr 23, 2026Haolin Zhang, William Reber, Yuxuan Zhang +2Digital Forensics

    Texas A&M University

  38. ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics

    Apr 17, 2026Heewon OhAudio Deepfake DetectionDigital Forensics

    Intrect / MARTE Lab, Dongguk University, Seoul, South Korea

  39. Flow of Truth: Proactive Temporal Forensics for Image-to-Video Generation

    Apr 16, 2026Yuzhuo Chen, Zehua Ma, Han Fang +3Image-to-Video GenerationDigital Image Forensics

    Anhui Province Key Laboratory of Digital Security (School of Cyber Science and Technology, University of Science and Technology of China), Hefei 230026, China

  40. Moiré Video Authentication: A Physical Signature Against AI Video Generation

    Apr 2, 2026Yuan Qing, Kunyu Zheng, Lingxiao Li +2Digital ForensicsDeepfake Detection

    Boston University, Boston, USA

  41. ForeSea: AI Forensic Search with Multi-modal Queries for Video Surveillance

    Mar 24, 2026Hyojin Park, Yi Li, Janghoon Cho +8Multimodal RAGMultimodal IR

    Qualcomm AI Research, San Diego, CA, USA · Kyunghee University, Gyeonggi, South Korea