Vulnerability Detection & Repair

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Period ending 2026-09-21

2 new papers

A weekly snapshot of new work published in Vulnerability Detection & Repair.

Period ending 2026-09-14

5 new papers

A weekly snapshot of new work published in Vulnerability Detection & Repair.

Period ending 2026-09-07

4 new papers

A weekly snapshot of new work published in Vulnerability Detection & Repair.

222 papers

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  1. The Balkanization of Execution-Security Research for AI Coding Agents: Isolation, Access Control, and Time-of-Check-to-Time-of-Use Vulnerabilities

    Jul 7, 2026Mohammadreza RashidiArtificial Intelligence SafetyRuntime Enforcement

  2. RustMizan: A Compilable, Contamination-Aware Benchmarking Framework for Rust Vulnerabilities

    Jul 6, 2026Tarek Elsayed, Shiping Yang, Eunsong Koh +13Vulnerability Detection & RepairContamination-Aware Benchmarking Framework

  3. Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities

    Jul 4, 2026Utkarsh Tiwari, Spoorthi M, Anirudh S +1Vulnerability Detection & RepairTopic Modeling

  4. Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL

    Jul 4, 2026Hanqing Wang, Yongdong Chi, Jian Yang +4Text-To-SqlVulnerability Detection & Repair

  5. FairFlow: Demystifying and Mitigating Stereotype Bias in Text-to-Image Diffusion Transformers

    Jul 3, 2026Chen Chen, Yuanmin Huang, Zhenfei Zhang +5Text-To-Image Diffusion ModelsMultimodal Diffusion Transformers

  6. JavaVulBench: A Java Vulnerability Benchmark with Realistic Splits, a Unified Multi-Backend Harness, and a Leakage-Aware Evaluation Mode

    Jul 2, 2026Norbert Sandor Szolnoki, Gabor AntalVulnerability Detection & RepairBenchmark Datasets

  7. Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction

    Jul 2, 2026Mingzhe Du, Luu Anh Tuan, Tianyi Wu +4Vulnerability Detection & Repair

  8. HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment

    Jul 1, 2026Shei Pern Chua, Hao Wu, Qianli Ma +1Safety AlignmentHarms

  9. A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems

    Jun 30, 2026Seyed Bagher Hashemi Natanzi, Bo TangLarge Language Model SafetyVulnerability Detection & Repair

  10. CVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack Behaviors

    Jun 30, 2026Swati Yadav, Dincy R. Arikkat, Basant Agarwal +3Cyber Threat IntelligenceVulnerability Detection & Repair

  11. Words Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection

    Jun 29, 2026Asif Shahriar, Hongyu Cai, Hadjer Benkraouda +2Vulnerability Detection & RepairCode Quality

  12. On the Vulnerability of Parameter-Level Defenses to Model Merging

    Jun 29, 2026Kuangpu Guo, Qingyan Zheng, Jian Liang +4Model-Agnostic DefenseContinual Model Merging

  13. Explainability-Aware Frustum Attack: Exposing Structural Vulnerabilities in LiDAR-Based 3D Object Detectors

    Jun 29, 2026Chengzeng You, Binbin Xu, Soteris Demetriou3D Object DetectionAdversarial Examples

  14. Golden Hour Divide: Trauma Care Accessibility and Resource Vulnerability in Sri Lanka

    Jun 29, 2026Sonath Kirindage, Vihanga Nimsara, Sakindu Rajapaksa +6Sri LankaIntensive Care Unit

  15. Vulnerability of Natural Language Classifiers to Evolutionary Generated Adversarial Text

    Jun 25, 2026Manjinder Singh, Alexander E. I. Brownlee, Mohamed ElawadyAdversarial ExamplesGenerative Adversarial Network

  16. Inherited Circuits, Learned Semantics: How Fine-Tuning Creates Evasion Vulnerabilities Invisible to Standard Evaluation

    Jun 25, 2026Ryan FettermanVulnerability Detection & RepairEvasion

  17. Chai: Agentic Discovery of Cryptographic Misuse Vulnerabilities

    Jun 25, 2026Corban Villa, Sohee Kim, Austin Chu +2Vulnerability Detection & RepairBug

  18. CyberChainBench: Can AI Agents Secure Smart Contracts Against Real-World On-Chain Vulnerabilities?

    Jun 24, 2026Jintao Huang, Fengqing Jiang, Radha Poovendran +1Smart ContractsVulnerability Detection & Repair

  19. A welding penetration prediction model for laser welding process based on self-supervised learning using physics-informed neural networks

    Jun 24, 2026Sen Li, Xiaoying Liu, Xiaojian Xu +5Additive ManufacturingVulnerability Detection & Repair

  20. Helpful or Harmful? Evaluating LLM-Assisted Vulnerability Patching via a Human Study

    Jun 24, 2026Giulian Biolo, Michael Tezza, Yuanjun Gong +1Vulnerability Detection & RepairRemediation

  21. Reinforcement Learning for Software Vulnerability Analysis: A Systematic Review with Emphasis on C/C++ Source Code and Static Analysis

    Jun 24, 2026Bruno Caro-Vásquez, Carola Figueroa-Flores, Gastón MarquezVulnerability Detection & RepairSystematic Review

  22. Decoupling Reconnaissance and Exploitation: Measuring the Capability Boundaries of LLM-Based Web Penetration Testing

    Jun 24, 2026Liwei Yu, Shuo Li, Ming Zhou +2Penetration TestingVulnerability Detection & Repair

  23. Towards Robust Personalized Federated Learning: Vulnerability Assessment and Defense Co-Design

    Jun 22, 2026Mingyuan Fan, Cen ChenFederated LearningPrivacy-Preserving Framework

  24. RAVEN: Agentic RAG for Automated Vulnerability Repair

    Jun 21, 2026Varun Gadey, Zijie Liu, Alexandra DmitrienkoVulnerability Detection & RepairRetrieval-Augmented Generation Systems

  25. From CVE to CWE: Syscall-Based HIDS Generalisation

    Jun 21, 2026Alexander V. Kozachok, Stanislav G. Vyugov, Shamil G. MagomedovIntrusion DetectionVulnerability Detection & Repair

  26. Detecting and Understanding Vulnerabilities in Fully Homomorphic Encryption Frameworks

    Jun 21, 2026Yiteng Peng, Dongwei Xiao, Zhibo Liu +2Homomorphic EncryptionVulnerability Detection & Repair

  27. Revelio: Cost-Efficient Agentic Memory Safety Vulnerability Detection For Repository-Scale Codebases

    Jun 20, 2026Yiwei Hou, Hao Wang, Muxi Lyu +6Vulnerability Detection & RepairLarge Language Model Safety

  28. Safe to Check, Unsafe to Use: Relinking at the Compression Boundary of LLM Agents

    Jun 19, 2026Zesen Liu, Zihan Zhang, Dongdong SheVulnerability Detection & RepairContext Compression

  29. Evaluating LLMs for Real-World Web Vulnerability Detection

    Jun 19, 2026Sebastian Neef, Luca Jungnickel, Antonio Benjamin Buchholz +2Vulnerability Detection & RepairLarge Language Model Evaluation

  30. Calibration Without Comprehension: Diagnosing the Limits of Fine-Tuning LLMs for Vulnerability Detection in Systems Software

    Jun 18, 2026Arastoo Zibaeirad, Marco VieiraVulnerability Detection & RepairLarge Language Model Safety

  31. FAPO: Fully Automated Prompt Optimization of Multi-Step LLM Pipelines

    Jun 17, 2026Paul Kassianik, Baturay Saglam, Huaibo Zhao +4Automatic Prompt OptimizationLarge Language Model Pipelines

  32. OpenAnt: LLM-Powered Vulnerability Discovery Through Code Decomposition, Adversarial Verification, and Dynamic Testing

    Jun 17, 2026Nahum Korda, Gadi EvronVulnerability Detection & RepairProgram Analysis

  33. Lifecycle-Aware Dynamic Analysis for Secure ML Model Execution

    Jun 17, 2026Gabriele Digregorio, Marco Di Gennaro, Francesco Pastore +3Malware DetectionProgram Analysis

  34. Code-Augur: Agentic Vulnerability Detection via Specification Inference

    Jun 17, 2026Zhengxiong Luo, Mehtab Zafar, Dylan Wolff +1Vulnerability Detection & RepairVulnerable Code

  35. MIRAGE: Stealthy Visual Prompt Injection for Vulnerability Detection in Web Agents

    Jun 16, 2026Xuelong Dai, Jianyu Ma, Boyang Ma +3Adversarial ExamplesWeb Agents

  36. The Consistency Dilemma in LLMs: Generator-Evaluator Agreement and Vulnerability to Mistakes

    Jun 16, 2026Marina Mancoridis, Zoë HitzigSelf-ConsistencyVulnerability Detection & Repair

  37. SoK: AI-Augmented Binary Reversing

    Jun 16, 2026Yujeong Kwon, Yiyue Zhang, Shakhzod Yuldoshkhujaev +3Reverse EngineeringBinary

  38. ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software

    Jun 15, 2026Xiang Mei, Jordi Del Castillo, Pulkit Singh Singaria +8Vulnerability Detection & RepairAtlas

  39. Snyk VulnBench JS 1.0: Can LLMs Find the Same Bugs Twice?

    Jun 14, 2026Liran Tal, Johannes Kloos, Arsenii Rudich +2Code QualityVulnerability Detection & Repair

  40. Data-Centric Benchmarking of Exploit Generation in LLMs: Understanding the Impact of Fine-Tuning

    Jun 13, 2026Yiwei Chen, Lichi Li, Kai Cheung +2Vulnerability Detection & RepairExploitation

  41. From Shield to Target: Denial-of-Service Attacks on LLM-Based Agent Guardrails

    Jun 12, 2026Yuguang Zhou, Xunguang Wang, Pingchuan Ma +3Language Model Evasion AttacksStreaming Guardrails

  42. SEVRA-BENCH: Social Engineering of Vulnerabilities in Review Agents

    Jun 11, 2026Rui Melo, Riccardo Fogliato, Sean Zhou +2Vulnerability Detection & RepairCode Quality

  43. ViPER: Vision-based Packing-Aware Encoder for Robust Malware Detection

    Jun 11, 2026Fatima Qaiser, Bisma Tahir, Muhammad Abid Mughal +1Malware DetectionDetection Framework

  44. PI-Hunter: Automated Red-Teaming for Exposing and Localizing Prompt Injections

    Jun 10, 2026Pengfei He, Lesly Miculicich, Vishesh Sharma +5Indirect Prompt InjectionRed-Teaming

  45. From Data Heterogeneity to Convergence: A Data-Centric Review of Federated Learning

    Jun 9, 2026Huong Nguyen, Mickaël Bettinelli, Amirhossein Ghaffari +4Federated LearningHeterogeneity

  46. Uncovering Vulnerability of Vision-Language-Action Models under Joint-Level Physical Faults

    Jun 9, 2026Minsoo Jo, Taeju Kwon, Junha Chun +2Vision-Language-Action ModelsExecutable Robot Behavior

  47. Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges

    Jun 8, 2026Tiejin Chen, Pingzhi Li, Kaixiong Zhou +2Multi-Modal Large Language ModelsLarge Language Model Safety

  48. Data Agents Under Attack: Vulnerabilities in LLM-Driven Analytical Systems

    Jun 7, 2026Kuncan Wang, Ziting Wang, Peizhuo Lv +4Vulnerability Detection & Repair

  49. AI Code Sandboxes: A Comparative Security Study. Part 1 of 2 -- Engine-Level Properties (Attack Surface, Leakage, Stackability, CVE History, Patch Cadence, Fuzzing)

    Jun 7, 2026George Andronchik, Pavel LokhmakovVulnerability Detection & RepairFuzzing

  50. VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation

    Jun 6, 2026Harshil Patel, Kunal PaiNovel Dual-Branch Identity Injection MechanismVulnerability Detection & Repair

  51. AttackPathGNN: Cross-function vulnerability detection in smart contracts using state interference graphs and conjunction pooling

    Jun 4, 2026Gabriela Dobrita, Simona-Vasilica Oprea, Adela BaraSmart ContractsVulnerability Detection & Repair

  52. Willing but Unable: Separating Refusal from Capability in Code LLMs via Abliteration

    Jun 3, 2026Cristina Carleo, Pietro Liguori, Naghmeh Ivaki +1Vulnerable CodeVulnerability Detection & Repair

  53. Revisiting Vul-RAG: Reproducibility and Replicability of RAG-based Vulnerability Detection with Open-Weight Models

    Jun 3, 2026Sabrina Kaniewski, Fabian Schmidt, Tobias HeerVulnerability Detection & RepairReproducibility

  54. CyberGym-E2E: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities

    Jun 3, 2026Tianneng Shi, Robin Rheem, Dongwei Jiang +13Security AnalysisCybersecurity

  55. What If Prompt Injection Never Left? Exploring Cross-Session Stored Prompt Injection in Agentic Systems

    Jun 3, 2026Yuanbo Xie, Tianyun Liu, Yingjie Zhang +4Indirect Prompt InjectionAgentic Systems

  56. AI Agents Enable Adaptive Computer Worms

    Jun 2, 2026Jonas Guan, Tom Blanchard, Hanna Foerster +3Attack PaperArtificial Intelligence Agents

  57. FORGE: Multi-Agent Graduated Exploitation and Detection Engineering

    Jun 2, 2026Farooq ShaikhVulnerability Detection & RepairExploitation

  58. Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

    Jun 2, 2026Bagus Rakadyanto Oktavianto Putra, Muhamad Risqi Utama Saputra, Widyawan +1Smart ContractsAlgorithm Auditing

  59. Needles at Scale: LLM-Assisted Target Selection for Windows Vulnerability Research

    May 31, 2026Michael J. BommaritoVulnerability Detection & RepairHypothesis

  60. DiscourseFlip: An Oblique Discourse-Level Opinion Manipulation Attack against Black-box Retrieval-Augmented Generation

    May 31, 2026Yuyang Gong, Miaokun Chen, Jiawei Liu +5Retrieval-Augmented Generation SystemsAdversarial Examples