ML06
AI Supply Chain Attacks
Compromising ML through dependencies and third-party components
62 papers Browse all papers
Monthly publications
Paper types
attack 27
defense 16
survey 8
tool 6
benchmark 5
Domains
nlp 42
vision 10
multimodal 6
generative 4
reinforcement-learning 3
federated-learning 2
Co-occurring categories
Other OWASP categories that appear on the same papers
ML10 Model Poisoning
22 LLM01 Prompt Injection
20 LLM07 Insecure Plugin Design
17 LLM08 Excessive Agency
8 ML02 Data Poisoning Attack
5 LS07 Blue-Team Agents
3 LLM06 Sensitive Information Disclosure
3 ML05 Model Theft
2 LLM03 Training Data Poisoning
2 ML09 Output Integrity Attack
1 ML04 Membership Inference Attack
1 LS09 Fuzzing & Test Generation
1 LS02 Exploit Generation
1 ML03 Model Inversion Attack
1 LS10 Benchmarks & Evaluation
1Top cited papers
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MCPGuard : Automatically Detecting Vulnerabilities in MCP Servers
2025 survey
Systematization of Knowledge: Security and Safety in the Model Context Protocol Ecosystem
2025 survey
Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale
2026 tool
Sentry: Authenticating Machine Learning Artifacts on the Fly
2025 defense
Malicious Agent Skills in the Wild: A Large-Scale Security Empirical Study
2026 benchmark
Malice in Agentland: Down the Rabbit Hole of Backdoors in the AI Supply Chain
2025 attack
NeuPerm: Disrupting Malware Hidden in Neural Network Parameters by Leveraging Permutation Symmetry
2025 defense
The Trojan in the Vocabulary: Stealthy Sabotage of LLM Composition
2025 attack
FuncPoison: Poisoning Function Library to Hijack Multi-agent Autonomous Driving Systems
2025 attack
Data Poisoning Vulnerabilities Across Healthcare AI Architectures: A Security Threat Analysis
2025 survey