Literature Database

AI Agents Enable Adaptive Computer Worms

Authors: Jonas Guan, Tom Blanchard, Hanna Foerster, Hengrui Jia, Gabriel Huang, Nicolas Papernot | Published: 2026-06-02
Indirect Prompt Injection
Penetration Testing Methods
Dataset for Malware Classification

Testing LLM Arithmetic Reasoning Generalization with Automatic Numeric-Remapping Attacks

Authors: Malia Barker, Bishal Lakha, Edoardo Serra, Francesco Gullo | Published: 2026-06-02
Prompt Injection
Prompt leaking
Robustness Evaluation

Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs

Authors: Wenqi Chen, Ziyan Zhang, Bing Wang, Lin Liu, Hengheng Zhang, Zhengsu Chen | Published: 2026-06-02
Safety of Data Generation
Prompt leaking
Risk Assessment

NeuroArmor: Safe-Variant-Guided Representation Consistency for Selective Re-Anchoring in Jailbreak Defense

Authors: Zhongyang Lin, Ziran Zhao, Feifei Zhai, Pengyuan Liu | Published: 2026-06-02
Risk Assessment
Robustness Evaluation
Large Language Model

Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models

Authors: Farhan Sheth, Ziyuan Yang, Yongying Lan, Si Yong Yeo | Published: 2026-06-02
Privacy-Preserving Algorithm
Privacy-Preserving Machine Learning
Encryption Technology

Operationalizing Cyber Attack Prediction: A Gap-Prioritized Framework with Dataset and Model Selection Guidelines

Authors: Aminu Muhammad Auwal | Published: 2026-06-02
Dataset Integration
Adversarial Example Detection
Interpretability

FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences

Authors: Gurvan Richardeau, Gohar Dashyan, Erwan Le Merrer, Gilles Tredan | Published: 2026-06-02
Token Identification Method
Prompt Injection
Efficiency Evaluation

The Role of Domain-Specific Features in Malware Detection: A macOS Case Study

Authors: Biagio Montaruli, Andrea Oliveri, Savino Dambra, Davide Balzarotti | Published: 2026-06-02
API利用分析
Dataset evaluation
機械学習によるマルウェア分類

PsychoPass: Geometric Profiling of Multi-Turn Adversarial LLM Conversations

Authors: Muberra Ozmen, Subhabrata Majumdar | Published: 2026-06-02
Data Extraction and Analysis
Large Language Model
機械学習応用

Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

Authors: Bagus Rakadyanto Oktavianto Putra, Muhamad Risqi Utama Saputra, Widyawan, Guntur Dharma Putra | Published: 2026-06-02
スマートコントラクト脆弱性
Large Language Model
Explanation Method