Literature Database

Don’t Let the Claw Grip Your Hand: A Security Analysis and Defense Framework for OpenClaw

Authors: Zhengyang Shan, Jiayun Xin, Yue Zhang, Minghui Xu | Published: 2026-03-11
Indirect Prompt Injection
Prompt Injection
安全性分析

Compartmentalization-Aware Automated Program Repair

Authors: Jia Hu, Youcheng Sun, Pierre Olivier | Published: 2026-03-10
Prompt Injection
Dynamic Vulnerability Management
Vulnerability Management

CyberThreat-Eval: Can Large Language Models Automate Real-World Threat Research?

Authors: Xiangsen Chen, Xuan Feng, Shuo Chen, Matthieu Maitre, Sudipto Rakshit, Diana Duvieilh, Ashley Picone, Nan Tang | Published: 2026-03-10
Disabling Safety Mechanisms of LLM
LLM Performance Evaluation
Indirect Prompt Injection

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation

Authors: Yinpeng Wu, Yitong Chen, Lixiang Wang, Jinyu Gu, Zhichao Hua, Yubin Xia | Published: 2026-03-10
LLM Performance Evaluation
セキュアメモリ設計
Large Language Model

SCAFFOLD-CEGIS: Preventing Latent Security Degradation in LLM-Driven Iterative Code Refinement

Authors: Yi Chen, Yun Bian, Haiquan Wang, Shihao Li, Zhe Cui | Published: 2026-03-09
LLM Performance Evaluation
Program Analysis
脆弱性評価

Lambda-randomization: multi-dimensional randomized response made easy

Authors: Nicolas Ruiz | Published: 2026-03-05
Data Privacy Management
Data Dependency
Differential Privacy

Good-Enough LLM Obfuscation (GELO)

Authors: Anatoly Belikov, Ilya Fedotov | Published: 2026-03-05
LLM Performance Evaluation
Data Privacy Management

Efficient Privacy-Preserving Sparse Matrix-Vector Multiplication Using Homomorphic Encryption

Authors: Yang Gao, Gang Quan, Wujie Wen, Scott Piersall, Qian Lou, Liqiang Wang | Published: 2026-03-05
Sparse Model
Secure Aggregation
Data Dependency

Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization

Authors: Furkan Mumcu, Yasin Yilmaz | Published: 2026-03-04
Alignment
Robust Optimization
Optimization Methods

PTOPOFL: Privacy-Preserving Personalised Federated Learning via Persistent Homology

Authors: Kelly L Vomo-Donfack, Adryel Hoszu, Grégory Ginot, Ian Morilla | Published: 2026-03-04
Secure Aggregation
Privacy Design Principles
Federated Learning