Literature Database

RAVEN: Retrieval-Augmented Vulnerability Exploration Network for Memory Corruption Analysis in User Code and Binary Programs

Authors: Parteek Jamwal, Minghao Shao, Boyuan Chen, Achyuta Muthuvelan, Asini Subanya, Boubacar Ballo, Kashish Satija, Mariam Shafey, Mohamed Mahmoud, Moncif Dahaji Bouffi, Pasindu Wickramasinghe, Siyona Goel, Yaakulya Sabbani, Hakim Hacid, Mthandazo Ndhlovu, Eleanna Kafeza, Sanjay Rawat, Muhammad Shafique | Published: 2026-04-20
LLM Performance Evaluation
RAG
Poisoning attack on RAG
2026.04.20 2026.04.22
Literature Database

TitanCA: Lessons from Orchestrating LLM Agents to Discover 100+ CVEs

Authors: Ting Zhang, Yikun Li, Chengran Yang, Ratnadira Widyasari, Yue Liu, Ngoc Tan Bui, Phuc Thanh Nguyen, Yan Naing Tun, Ivana Clairine Irsan, Huu Hung Nguyen, Huihui Huang, Jinfeng Jiang, Lwin Khin Shar, Eng Lieh Ouh, David Lo, Hong Jin Kang, Yide Yin, Wen Bin Leow | Published: 2026-04-20
LLM Performance Evaluation
Indirect Prompt Injection
Machine Learning Application
2026.04.20 2026.04.22
Literature Database

Privacy-Preserving Product-Quantized Approximate Nearest Neighbor Search Framework for Large-scale Datasets via A Hybrid of Fully Homomorphic Encryption and Trusted Execution Environment

Authors: Shozo Saeki, Minoru Kawahara, Hirohisa Aman | Published: 2026-04-20
Parameter Tuning
Privacy Protection Method
Differential Privacy
2026.04.20 2026.04.22
Literature Database

Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective

Authors: Meifang Chen, Zhe Yang, Huang Nianchen, Yizhan Huang, Yichen Li, Zihan Li, Michael R. Lyu | Published: 2026-04-20
Data Protection Method
トークナイゼーション手法
Privacy Leakage
2026.04.20 2026.04.22
Literature Database

SDLLMFuzz: Dynamic-static LLM-assisted greybox fuzzing for structured input programs

Authors: Yihao Zou, Tianming Zheng, Futai Zou, Yue Wu | Published: 2026-04-20
LLM Performance Evaluation
Data-Driven Clustering
Prompt Injection
2026.04.20 2026.04.22
Literature Database

Feedback-Driven Execution for LLM-Based Binary Analysis

Authors: XiangRui Zhang, Qiang Li, Haining Wang | Published: 2026-04-16
LLM Performance Evaluation
Indirect Prompt Injection
計画と実行のパターン
2026.04.16 2026.04.18
Literature Database

MLDAS: Machine Learning Dynamic Algorithm Selection for Software-Defined Networking Security

Authors: Pablo Benlloch, Oscar Romero, Antonio Leon, Jaime Lloret | Published: 2026-04-16
動的アルゴリズム選択
Machine Learning Framework
Computational Efficiency
2026.04.16 2026.04.18
Literature Database

Segment-Level Coherence for Robust Harmful Intent Probing in LLMs

Authors: Xuanli He, Bilgehan Sel, Faizan Ali, Jenny Bao, Hoagy Cunningham, Jerry Wei | Published: 2026-04-16
Prompt Injection
Ethical Considerations
Large Language Model
2026.04.16 2026.04.18
Literature Database

SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment

Authors: Xixun Lin, Yang Liu, Yancheng Chen, Yongxuan Wu, Yucheng Ning, Yilong Liu, Nan Sun, Shun Zhang, Bin Chong, Chuan Zhou, Yanan Cao, Li Guo | Published: 2026-04-15
Indirect Prompt Injection
安全性分析
防御手法の統合
2026.04.15 2026.04.17
Literature Database

LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software

Authors: Syed Md Mukit Rashid, Abdullah Al Ishtiaq, Kai Tu, Yilu Dong, Tianwei Wu, Ali Ranjbar, Tianchang Yang, Najrin Sultana, Shagufta Mehnaz, Syed Rafiul Hussain | Published: 2026-04-14
2026.04.14 2026.05.01
Literature Database
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