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  1. Stateful Agent Backdoor

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  2. Secure Seed-Based Multi-bit Watermarking for Diffusion Models from First Principles

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  3. Safety Anchor: Defending Harmful Fine-tuning via Geometric Bottlenecks

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  4. PragLocker: Protecting Agent Intellectual Property in Untrusted Deployments via Non-Portable Prompts

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  5. Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows

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  6. Backdoor Mitigation in Object Detection via Adversarial Fine-Tuning

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  7. ActiveFlowMark: Assessing Tor Anonymity under Active Bandwidth Watermarking

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  8. SkillScope: Toward Fine-Grained Least-Privilege Enforcement for Agent Skills

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  9. LoopTrap: Termination Poisoning Attacks on LLM Agents

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  10. LeakDojo: Decoding the Leakage Threats of RAG Systems

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  11. GLiGuard: Schema-Conditioned Classification for LLM Safeguard

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  12. Graph Representation Learning Augmented Model Manipulation on Federated Fine-Tuning of LLMs

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  13. Longitudinal Analyses of SAST Tools: A CodeQL Case Study

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  14. CyBiasBench: Benchmarking Bias in LLM Agents for Cyber-Attack Scenarios

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  15. Can I Check What I Designed? Mapping Security Design DSLs to Code Analyzers

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  16. GRASP -- Graph-Based Anomaly Detection Through Self-Supervised Classification

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  17. CCX: Enabling Unmodified Intel SGX Applications on Arm CCA

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  18. GESR: Graph-Based Edge Semantic Reconstruction for Stealthy Communication Detection with Benign-Only Training

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  19. Resilience of IEC 61850 Sampled Values-Based Protection Systems Under Coordinated False Data Injections

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  20. An Automated Framework for Cybersecurity Policy Compliance Assessment Against Security Control Standards

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