Hunting Vulnerability Variants in AI Infra: Measurement and Reference-Driven Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Dong, Tian, Chen, Yanjun, Zhang, Shoufeng, Zhang, Huaien, Lyu, Yunlong, Lian, Keke, Zhang, Dong, Li, Shaofeng, Chen, Hao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
"Tab, Tab, Bug": Security Pitfalls of Next Edit Suggestions in AI-Integrated IDEs
by: Lyu, Yunlong, et al.
Published: (2026)
by: Lyu, Yunlong, et al.
Published: (2026)
Hunting the Ghost: Towards Automatic Mining of IoT Hidden Services
by: Dong, Shuaike, et al.
Published: (2025)
by: Dong, Shuaike, et al.
Published: (2025)
VULSOLVER: Vulnerability Detection via LLM-Driven Constraint Solving
by: Li, Xiang, et al.
Published: (2025)
by: Li, Xiang, et al.
Published: (2025)
ECG Identity Authentication in Open-set with Multi-model Pretraining and Self-constraint Center & Irrelevant Sample Repulsion Learning
by: Dong, Mingyu, et al.
Published: (2025)
by: Dong, Mingyu, et al.
Published: (2025)
Breaking the Bulkhead: Demystifying Cross-Namespace Reference Vulnerabilities in Kubernetes Operators
by: Chen, Andong, et al.
Published: (2025)
by: Chen, Andong, et al.
Published: (2025)
Autonomous Threat Hunting: A Future Paradigm for AI-Driven Threat Intelligence
by: Sindiramutty, Siva Raja
Published: (2023)
by: Sindiramutty, Siva Raja
Published: (2023)
PEEL: A Poisoning-Exposing Encoding Theoretical Framework for Local Differential Privacy
by: Shuai, Lisha, et al.
Published: (2025)
by: Shuai, Lisha, et al.
Published: (2025)
Prompt Fuzzing for Fuzz Driver Generation
by: Lyu, Yunlong, et al.
Published: (2023)
by: Lyu, Yunlong, et al.
Published: (2023)
Interaction-Aware Vulnerability Detection in Smart Contract Bytecodes
by: Li, Wenkai, et al.
Published: (2024)
by: Li, Wenkai, et al.
Published: (2024)
LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection
by: Wei, Zhiyuan, et al.
Published: (2024)
by: Wei, Zhiyuan, et al.
Published: (2024)
Depth Gives a False Sense of Privacy: LLM Internal States Inversion
by: Dong, Tian, et al.
Published: (2025)
by: Dong, Tian, et al.
Published: (2025)
The Philosopher's Stone: Trojaning Plugins of Large Language Models
by: Dong, Tian, et al.
Published: (2023)
by: Dong, Tian, et al.
Published: (2023)
VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries
by: Hussain, Nasir, et al.
Published: (2025)
by: Hussain, Nasir, et al.
Published: (2025)
ProHunter: A Comprehensive APT Hunting System Based on Whole-System Provenance
by: Qiu, Xuebo, et al.
Published: (2026)
by: Qiu, Xuebo, et al.
Published: (2026)
On the Vulnerability of Text Sanitization
by: Tong, Meng, et al.
Published: (2024)
by: Tong, Meng, et al.
Published: (2024)
Systematic Meets Unintended: Prior Knowledge Adaptive 5G Vulnerability Detection via Multi-Fuzzing
by: Yang, Jingda, et al.
Published: (2023)
by: Yang, Jingda, et al.
Published: (2023)
VulMatch: Binary-level Vulnerability Detection Through Signature
by: Liu, Zian, et al.
Published: (2023)
by: Liu, Zian, et al.
Published: (2023)
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance
by: Jiang, Yuchu, et al.
Published: (2025)
by: Jiang, Yuchu, et al.
Published: (2025)
HuntFUZZ: Enhancing Error Handling Testing through Clustering Based Fuzzing
by: Wei, Jin, et al.
Published: (2024)
by: Wei, Jin, et al.
Published: (2024)
SmartBugBert: BERT-Enhanced Vulnerability Detection for Smart Contract Bytecode
by: Bu, Jiuyang, et al.
Published: (2025)
by: Bu, Jiuyang, et al.
Published: (2025)
Enhancing Smart Contract Vulnerability Detection in DApps Leveraging Fine-Tuned LLM
by: Bu, Jiuyang, et al.
Published: (2025)
by: Bu, Jiuyang, et al.
Published: (2025)
Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask
by: Li, Yue, et al.
Published: (2025)
by: Li, Yue, et al.
Published: (2025)
Fine-Grained 1-Day Vulnerability Detection in Binaries via Patch Code Localization
by: Dong, Chaopeng, et al.
Published: (2025)
by: Dong, Chaopeng, et al.
Published: (2025)
A Systematic Study of Code Obfuscation Against LLM-based Vulnerability Detection
by: Li, Xiao, et al.
Published: (2025)
by: Li, Xiao, et al.
Published: (2025)
Less Is More: Sparse and Cooperative Perturbation for Point Cloud Attacks
by: Tang, Keke, et al.
Published: (2025)
by: Tang, Keke, et al.
Published: (2025)
A Comprehensive Analysis of Routing Vulnerabilities and Defense Strategies in IoT Networks
by: Jae-Dong, Kim
Published: (2024)
by: Jae-Dong, Kim
Published: (2024)
SAGE: Signal-Amplified Guided Embeddings for LLM-based Vulnerability Detection
by: Shan, Zhengyang, et al.
Published: (2026)
by: Shan, Zhengyang, et al.
Published: (2026)
AgenticVM: Agentic AI for Adaptive Software Vulnerability Management
by: Arifin, Asrul, et al.
Published: (2026)
by: Arifin, Asrul, et al.
Published: (2026)
JNI Global References Are Still Vulnerable: Attacks and Defenses
by: He, Yi, et al.
Published: (2024)
by: He, Yi, et al.
Published: (2024)
APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training
by: Qiu, Xuebo, et al.
Published: (2025)
by: Qiu, Xuebo, et al.
Published: (2025)
Does the Vulnerability Threaten Our Projects? Automated Vulnerable API Detection for Third-Party Libraries
by: Zhang, Fangyuan, et al.
Published: (2024)
by: Zhang, Fangyuan, et al.
Published: (2024)
Argus: A Multi-Agent Sensitive Information Leakage Detection Framework Based on Hierarchical Reference Relationships
by: Wang, Bin, et al.
Published: (2025)
by: Wang, Bin, et al.
Published: (2025)
Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework
by: Yang, Chengran, et al.
Published: (2025)
by: Yang, Chengran, et al.
Published: (2025)
Evil Vizier: Vulnerabilities of LLM-Integrated XR Systems
by: Zhang, Yicheng, et al.
Published: (2025)
by: Zhang, Yicheng, et al.
Published: (2025)
Unity is Strength: Enhancing Precision in Reentrancy Vulnerability Detection of Smart Contract Analysis Tools
by: Wang, Zexu, et al.
Published: (2024)
by: Wang, Zexu, et al.
Published: (2024)
Cybersecurity Threat Hunting and Vulnerability Analysis Using a Neo4j Graph Database of Open Source Intelligence
by: Pelofske, Elijah, et al.
Published: (2023)
by: Pelofske, Elijah, et al.
Published: (2023)
Authority Backdoor: A Certifiable Backdoor Mechanism for Authoring DNNs
by: Yang, Han, et al.
Published: (2025)
by: Yang, Han, et al.
Published: (2025)
PoisonCatcher: Revealing and Identifying LDP Poisoning Attacks in IIoT
by: Shuai, Lisha, et al.
Published: (2024)
by: Shuai, Lisha, et al.
Published: (2024)
ActMiner: Applying Causality Tracking and Increment Aligning for Graph-based Cyber Threat Hunting
by: Ma, Mingjun, et al.
Published: (2025)
by: Ma, Mingjun, et al.
Published: (2025)
AutoVulnPHP: LLM-Powered Two-Stage PHP Vulnerability Detection and Automated Localization
by: Wang, Zhiqiang, et al.
Published: (2026)
by: Wang, Zhiqiang, et al.
Published: (2026)
Similar Items
-
"Tab, Tab, Bug": Security Pitfalls of Next Edit Suggestions in AI-Integrated IDEs
by: Lyu, Yunlong, et al.
Published: (2026) -
Hunting the Ghost: Towards Automatic Mining of IoT Hidden Services
by: Dong, Shuaike, et al.
Published: (2025) -
VULSOLVER: Vulnerability Detection via LLM-Driven Constraint Solving
by: Li, Xiang, et al.
Published: (2025) -
ECG Identity Authentication in Open-set with Multi-model Pretraining and Self-constraint Center & Irrelevant Sample Repulsion Learning
by: Dong, Mingyu, et al.
Published: (2025) -
Breaking the Bulkhead: Demystifying Cross-Namespace Reference Vulnerabilities in Kubernetes Operators
by: Chen, Andong, et al.
Published: (2025)