Key papers

• Ast-based Deep Learning For Detecting Malicious Powershell (2018)
  Gili Rusak, Abdullah Al-Dujaili, Una-May O'Reilly
  10.97
• APOLLO: A Gpt-based Tool To Detect Phishing Emails And Generate Explanations That Warn Users (2024)
  Giuseppe Desolda, Francesco Greco, Luca Viganò
  6.34
• Plausible Deniability Guarantees for Whistleblowers (2026)
  Leo Richter et al.
  5.01
• ISPCloak: Weaponizing ISP for Optimization-Free Physical Camouflage against Deepfake Detectors (2026)
  Jiale Zhao et al.
  5.01
• Transforming Keystroke Noise to Text: Self-Supervised Acoustic Eavesdropping Attacks on Keyboards (2026)
  Atsunori Okada et al.
  5.01
• Minos: A Multi-Agent Collaborative Framework for Provenance-Based Backward Tracking (2026)
  Jiahui Wang et al.
  4.39
• Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence (2026)
  Jose Luis Vela Alonso et al.
  4.39
• MoLIFE: Methodology, Technologies, and Challenges for Mobile Live Intelligent Forensics Examination (2026)
  Silvia Lucia Sanna et al.
  4.39
• How Reliable Is the Multi-Input Heuristic for Bitcoin Address Clustering in Law Enforcement Contexts? (2026)
  Leopold M\"uller et al.
  4.39
• Operational Evidence Gaps for LLMs in Fraud Detection and Trust-and-Safety Workflows (2026)
  Keyur Gabani
  4.39
• Assessing the Forensic Viability of Android Memory Analysis Across Production Builds: A Cross-Version Study of Security Hardening and Structure Preservation (2026)
  Jayasimha Nannapanen et al.
  4.39
• From Classification to Consistent Templates: Multiple Permuted-Label Classifier Encoding for Biometric Template Protection (2026)
  Baogang Song et al.
  4.39
• AI Watermark Evidence Fails Forensic Readiness: An Empirical Evaluation (2026)
  Saifur Rahman Tamim et al.
  4.39
• Physiological Signals as a Forensic Modality for Talking-Face Deepfake Detection (2026)
  Othmane Harraq et al.
  4.39
• Probing Speaker Identity Sensitivity in Audio Deepfake Detectors (2026)
  Daniyal Kabir Dar et al.
  4.39
• Botnet Detection on CTU-13 Using Lightweight Machine Learning Models (2026)
  Subhash Gurappa et al.
  4.27
• AI-Driven Cybercrime Forensics for Predictive Threat Detection and Investigative Intelligence (2026)
  Atif Khan
  4.20
• XAI-Driven Malware Detection from Memory Artifacts: An Alert-Driven AI Framework with TabNet and Ensemble Classification (2026)
  Aristeidis Mystakidis et al.
  4.20
• Prompt Inject Detection with Generative Explanation as an Investigative Tool (2025)
  Jonathan Pan et al.
  3.59
• Cybercrime and Computer Forensics in Epoch of Artificial Intelligence in India (2025)
  Sahibpreet Singh et al.
  3.21
• MLRan: A Behavioural Dataset for Ransomware Analysis and Detection (2025)
  Faithful Chiagoziem Onwuegbuche et al.
  2.82
• DeePen: Penetration Testing for Audio Deepfake Detection (2025)
  Nicolas M\"uller et al.
  2.65
• SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response (2026)
  Lehan Wang et al.
  2.00
• On Improving Robustness of Deepfake Image Detectors (2026)
  Abu Taib Mohammed Shahjahan et al.
  1.94
• The Role of Domain-Specific Features in Malware Detection: A macOS Case Study (2026)
  Biagio Montaruli et al.
  1.94
• The Sound of Malware: A Memory Forensics Approach for Android Malware Analysis via Audio Signals (2026)
  Silvia Lucia Sanna et al.
  1.94
• Sample-Efficient LLM-Based Detection of Malicious Web Server Logs with Forensically Explainable Reasoning (2026)
  Bernhard Kneip and Nhien-An Le-Khac and Hong-Hanh Nguyen-Le
  1.94
• Evaluating Multimodal Steganalysis for Split-Payload Audiovisual Steganography (2026)
  Prateek Paudel et al.
  1.94
• Benchmarking and Exploring the Capabilities of LLMs for Attack Investigations (2026)
  Aniket Anand et al.
  1.94
• An Integrated Endpoint Detection and Response Framework Utilizing Image-Based Malware Detection, Memory Forensics, and Behavioral Analysis (2026)
  Dharmesh P et al.
  1.94
• Real-Time Nlp Pipelines For Proactive Threat Detection In High-Velocity Data Streams (2026)
  Abhishek Suman
  1.94
• Backbone is All You Need: Assessing Vulnerabilities of Frozen Foundation Models in Synthetic Image Forensics (2026)
  C. Musso et al.
  1.89
• When Entropy Is Not Enough: Multi-Modal Classification of Encrypted and Compressed Data Fragments (2026)
  Fabio De Gaspari et al.
  1.89
• Diffusion-Guided Adversarial Perturbation Injection for Generalizable Defense Against Facial Manipulations (2026)
  Yue Li et al.
  1.83
• Automating Cloud Security and Forensics Through a Secure-by-Design Generative AI Framework (2026)
  Dalal Alharthi et al.
  1.83
• TraceScope: Interactive URL Triage via Decoupled Checklist Adjudication (2026)
  Haolin Zhang et al.
  1.83
• Self-Supervised Learning for Android Malware Detection on a Time-Stamped Dataset (2026)
  Annan Fu et al.
  1.83
• ARCANE: Cross-Campaign Attacker Re-identification via Passive Beacon Telemetry -- A Bayesian Network Framework for Longitudinal Cyber Attribution (2026)
  Abraham Itzhak Weinberg
  1.83
• Empowering Future Cybersecurity Leaders: Advancing Students through FINDS Education for Digital Forensic Excellence (2026)
  Yashas Hariprasad et al.
  1.78
• TraceGuard: Process-Guided Firewall against Reasoning Backdoors in Large Language Models (2026)
  Zhen Guo et al.
  1.78
• CAM-LDS: Cyber Attack Manifestations for Automatic Interpretation of System Logs and Security Alerts (2026)
  Max Landauer et al.
  1.78
• Learning the APT Kill Chain: Temporal Reasoning over Provenance Data for Attack Stage Estimation (2026)
  Trung V. Phan and Thomas Bauschert
  1.78
• ProvAgent: Threat Detection Based on Identity-Behavior Binding and Multi-Agent Collaborative Attack Investigation (2026)
  Wenhao Yan et al.
  1.78
• IdentityGuard: Context-Aware Restriction and Provenance for Personalized Synthesis (2026)
  Lingyun Zhang et al.
  1.78
• ProHunter: A Comprehensive APT Hunting System Based on Whole-System Provenance (2026)
  Xuebo Qiu et al.
  1.78
• IrisFP: Adversarial-Example-based Model Fingerprinting with Enhanced Uniqueness and Robustness (2026)
  Ziye Geng et al.
  1.78
• A Unified Evaluation of Learning-Based Similarity Techniques for Malware Detection (2026)
  Udbhav Prasad and Aniesh Chawla
  1.72
• An Explainable Memory Forensics Approach for Malware Analysis (2026)
  Silvia Lucia Sanna and Davide Maiorca and Giorgio Giacinto
  1.72
• Aggressive Compression Enables LLM Weight Theft (2026)
  Davis Brown et al.
  1.67
• Automated Post-Incident Policy Gap Analysis via Threat-Informed Evidence Mapping using Large Language Models (2026)
  Huan Lin Oh et al.
  1.67
• HoneyTrap: Deceiving Large Language Model Attackers to Honeypot Traps with Resilient Multi-Agent Defense (2026)
  Siyuan Li et al.
  1.67
• CyberLLM-FINDS 2025: Instruction-Tuned Fine-tuning of Domain-Specific LLMs with Retrieval-Augmented Generation and Graph Integration for MITRE Evaluation (2026)
  Vasanth Iyer et al.
  1.67
• A High-Recall Cost-Sensitive Machine Learning Framework for Real-Time Online Banking Transaction Fraud Detection (2026)
  Karthikeyan V. R. et al.
  1.67
• Enhanced Cyber Threat Intelligence by Network Forensic Analysis for Ransomware as a Service(RaaS) Malwares (2026)
  Sharmila S P
  1.67
• VirtualCrime: Evaluating Criminal Potential of Large Language Models via Sandbox Simulation (2026)
  Yilin Tang et al.
  1.67
• AI Agents vs. Human Investigators: Balancing Automation, Security, and Expertise in Cyber Forensic Analysis (2026)
  Sneha Sudhakaran et al.
  1.67
• Holmes: An Evidence-Grounded LLM Agent for Auditable DDoS Investigation in Cloud Networks (2026)
  Haodong Chen et al.
  1.67
• Logic-Driven Cybersecurity: A Novel Framework for System Log Anomaly Detection using Answer Set Programming (2025)
  Fang Li et al.
  1.61
• Evaluating Concept Filtering Defenses against Child Sexual Abuse Material Generation by Text-to-Image Models (2025)
  Ana-Maria Cretu et al.
  1.61
• Policy-Value Guided MDP-MCTS Framework for Cyber Kill-Chain Inference (2025)
  Chitraksh Singh et al.
  1.61