文献データベース

Privacy-Preserving Screening for Record Linkage

Authors: Chenyu Huang, Fan Zhang, Huangxun Chen, Yongjun Zhao, Huaming Rao, Peng Chen, Danqing Huang | Published: 2026-05-26
データ保護手法
プロトコル最適化
暗号技術

Cordyceps: Covert Control Attacks on LLMs via Data Poisoning

Authors: Zedian Shao, Charles Fleming, Teodora Baluta | Published: 2026-05-26
LLMの安全機構の解除
ロバスト性評価
透かしの耐久性

GradSentry: Gradient Spectral Entropy for Backdoor Sample Filtering in Large Language Model Fine-Tuning

Authors: Haodong Zhao, Tianyi Xu, Tianhang Zhao, Zhuosheng Zhang, Gongshen Liu | Published: 2026-05-26
データセット評価
バックドアモデルの検知
ロバスト性評価

SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks?

Authors: Hwiwon Lee, Jiawei Liu, Dongjun Kim, Ziqi Zhang, Chunqiu Steven Xia, Lingming Zhang | Published: 2026-05-26
データセット評価
モデルDoS
ロバスト性評価

Open-Weight LLM Fine-Tuning Defenses are Susceptible to Simple Attacks

Authors: Kevin Kuo, Chhavi Yadav, Virginia Smith | Published: 2026-05-26
LLMの安全機構の解除
ロバスト性評価
防御手法の統合

Building an Adversarial Malware Dataset by Family and Type: Generation, Evasion, and Poisoning Evaluation

Authors: David Košťál, Martin Jureček | Published: 2026-05-25
データセット評価
バックドア攻撃
ポイズニング

“What is the Problem Space?” Defining Host-space Adversarial Perturbations against Network Intrusion Detection Systems

Authors: Miel Verkerken, Laurens D'hooge, Bruno Volckaert, Filip De Turck, Giovanni Apruzzese | Published: 2026-05-25
データ抽出と分析
ホスト空間摂動
通信解析

Heimdall: Formally Verified Automated Migration of Legacy eBPF Programs to Rust

Authors: Vishnu Asutosh Dasu, Monika Santra, Md Rafi Ur Rashid, Ashish Kumar, Saeid Tizpaz-Niari, Gang Tan | Published: 2026-05-25
データ保護手法
メモリ管理手法
透かし技術

Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS

Authors: Bingyu Yan, Xiaoming Zhang, Jinyu Hou, Chaozhuo Li, Ziyi Zhou, Yiming Hei, Litian Zhang | Published: 2026-05-25
インダイレクトプロンプトインジェクション
攻撃フロー最適化
行動分析手法

When Interpretability Becomes a Liability: Adversarial Attacks on CBM Concept Layers

Authors: Aditya Sridhar | Published: 2026-05-25
効果的な摂動手法
安定性正則化手法
攻撃性評価