Certified Multi-Source Integrity for Structured Agent Actions

arXiv:2609.34245 · cs.CR, cs.AI, cs.LG · Submitted 2026-09-28 · Read on arXiv

cs.CR, cs.AI, cs.LG

Submitted: 2026-09-28

Updated: 2026-09-28

Code: https://github.com/anmolpandey299/certified-multisource-integrity

Terminology

• Abstention — 22× in this paper · explained in 1 episode
• Provenance — 22× in this paper · explained in 4 episodes
• Robustness — 6× in this paper · explained in 5 episodes
• Ablation — 5× in this paper · explained in 1 episode
• AI Agents — 2× in this paper · explained in 2 episodes
• Aggregation — 2× in this paper · explained in 1 episode
• Benchmark — 2× in this paper · explained in 2 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Redundancy — 2× in this paper · explained in 2 episodes
• Verification — 2× in this paper · explained in 2 episodes
• Agent Memory — 1× in this paper · explained in 1 episode
• Agentic System — 1× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• RAG — 1× in this paper · explained in 3 episodes
• Self-consistency — 1× in this paper · explained in 2 episodes
• Steering — 1× in this paper · explained in 2 episodes

Sources

• AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents
• Certifiably Robust RAG against Retrieval Corruption
• Defeating Prompt Injections by Design
• Securing AI Agents with Information-Flow Control
• Formal Policy Enforcement for Real-World Agentic Systems
• Aligning Provenance with Authorization: A Dual-Graph Defense for LLM Agents
• ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection
• Memory Injection Attacks on LLM Agents via Query-Only Interaction
• MemoryGraft: Persistent Compromise of LLM Agents via Poisoned Experience Retrieval
• MemLineage: Lineage-Guided Enforcement for LLM Agent Memory

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