~ similar to 2605.07008v1· 20 results
The paper introduces Heimdall, an automated pipeline that uses LLMs and formal verification to safely and automatically migrate legacy, potentially buggy eBPF programs written in C to memory-safe Rust…
Di Lu, Qingwen Zhang, Yujia Liu, Xuewen Dong +3 more
The paper introduces EBCC, an OCI-compatible runtime architecture that manages composite confidential-computing workloads by integrating TEE-backed execution into the standard container lifecycle.
The paper introduces VMPredator, an automated tool that analyzes and deobfuscates virtualization obfuscation in malware by extracting semantic units, successfully restoring program functionality with…
The paper proposes extit{codename}, an architecture that enforces verifiable workflows across untrusted networks by combining hardware-isolated control and kernel-resident data planes, achieving low-…
Sangjun An, Hyeyeon Park, Yejin Son, Seoksu Lee +1 more
The paper proposes a novel framework to analyze large, obfuscated binaries by decomposing them into structurally coherent units, enabling large-scale dataset generation for LLM-based analysis.
Yunze Zhao, Yibo Zhao, Yuchen Zhang, Zaoxing Liu +1 more
The paper introduces GRIEF, a greybox fuzzer that discovers critical, concurrency-related vulnerabilities in LLM serving systems by treating timed multi-request traces as inputs, finding issues like c…
PS-UIE proposes a privilege-separated architecture to continuously enforce the integrity of file-backed user-space executable objects within Confidential Virtual Machines (CVMs) like AMD SEV-SNP.
PUSHAN is a novel, trace-free technique that successfully deobfuscates virtualization-obfuscated binaries, providing complete Control Flow Graphs (CFGs) and high-quality C pseudocode for effective ana…
Liantao Song, Yiming Zhang, Fengwei Zhang, Yan Ding +3 more
The paper proposes Fasco, a lightweight confidential container runtime utilizing ARM CCA to significantly reduce startup latency and resource overhead compared to existing microVM-based confidential c…
The paper introduces dynamic, per-request separator generation for Polymorphic Prompt Assembling (PPA), significantly reducing the blast-radius vulnerability to prompt injection attacks by ensuring un…
Zonghao Ying, Haozheng Wang, Jiangfan Liu, Quanchen Zou +4 more
AgentVisor is a novel defense framework that uses semantic virtualization, inspired by OS principles, to significantly reduce LLM agent vulnerability to prompt injection while maintaining high utility…
The paper introduces BOUNDARY FLOW, an LLVM-based framework that enhances kernel fuzzing and analysis by extracting per-task, state-aware data-flow information (arguments and return values) at functio…
Mark Vero, Fabian Kaczmarczyck, Ivan Petrov, Ilia Shumailov +5 more
The paper introduces Honeyval, a comprehensive evaluation framework, to rigorously test LLM-powered HTTP honeypots, demonstrating that these honeypots provide substantially longer and harder-to-detect…
Mark Vero, Fabian Kaczmarczyck, Ivan Petrov, Ilia Shumailov +5 more
The paper introduces Honeyval, a comprehensive evaluation framework, to rigorously test LLM-powered HTTP honeypots, demonstrating that these systems provide substantially longer and harder-to-detect i…
This paper presents SCP, a cache partitioning design that combines strict eviction isolation with write-shared coherence to mitigate eviction-based cache side channels.
LIPPEN introduces a novel hardware-software co-design that provides strong, zero-overhead pointer encryption for enhanced memory safety, achieving comprehensive pointer integrity and confidentiality.
The paper introduces a novel memory forensics framework to perform runtime analysis of Go malware, successfully recovering critical execution state and artifacts that are invisible to traditional stat…
MemLineage introduces a novel, cryptographically-backed defense mechanism that enforces a chain-of-custody for LLM agent memory, preventing untrusted or poisoned state from justifying sensitive action…
WATSON is a novel, efficient shadow stack protection mechanism for embedded systems that utilizes standard hardware data watchpoints to mitigate control-flow hijacking vulnerabilities without relying…
Andrew Hamara, Dwight Horne, Aldehir Rojas, Timothy Kurniawan +4 more
SHIELDS is a multi-agent system that uses LLMs to automate OS hardening by iteratively proposing and refining fixes based on real-time system feedback, achieving up to 73% remediation success.