Large Language Model

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection

Authors: Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Chun Zuo | Published: 2025-06-23
スマートコントラクト脆弱性
Prompt leaking
Large Language Model
2025.06.23 2025.06.25
Literature Database

Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases

Authors: Yubeen Bae, Minchan Kim, Jaejin Lee, Sangbum Kim, Jaehyung Kim, Yejin Choi, Niloofar Mireshghallah | Published: 2025-06-19 | Updated: 2025-07-01
Privacy Protection
Prompt Injection
Large Language Model
2025.06.19 2025.07.03
Literature Database

Evaluating Large Language Models for Phishing Detection, Self-Consistency, Faithfulness, and Explainability

Authors: Shova Kuikel, Aritran Piplai, Palvi Aggarwal | Published: 2025-06-16
Alignment
Prompt Injection
Large Language Model
2025.06.16 2025.06.18
Literature Database

Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models

Authors: Arjun Krishna, Aaditya Rastogi, Erick Galinkin | Published: 2025-06-16
Prompt Injection
Large Language Model
Adversarial Attack Methods
2025.06.16 2025.06.18
Literature Database

Can We Infer Confidential Properties of Training Data from LLMs?

Authors: Penguin Huang, Chhavi Yadav, Ruihan Wu, Kamalika Chaudhuri | Published: 2025-06-12
Privacy Enhancing Technology
医療診断属性
Large Language Model
2025.06.12 2025.06.14
Literature Database

Beyond Jailbreaks: Revealing Stealthier and Broader LLM Security Risks Stemming from Alignment Failures

Authors: Yukai Zhou, Sibei Yang, Wenjie Wang | Published: 2025-06-09
Cooperative Effects with LLM
Cyber Threat
Large Language Model
2025.06.09 2025.06.11
Literature Database

A Red Teaming Roadmap Towards System-Level Safety

Authors: Zifan Wang, Christina Q. Knight, Jeremy Kritz, Willow E. Primack, Julian Michael | Published: 2025-05-30 | Updated: 2025-06-09
Model DoS
Large Language Model
製品安全性
2025.05.30 2025.06.11
Literature Database

Test-Time Immunization: A Universal Defense Framework Against Jailbreaks for (Multimodal) Large Language Models

Authors: Yongcan Yu, Yanbo Wang, Ran He, Jian Liang | Published: 2025-05-28
LLM Security
Prompt Injection
Large Language Model
2025.05.28 2025.05.30
Literature Database

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities

Authors: Anton Tkachenko, Dmitrij Suskevic, Benjamin Adolphi | Published: 2025-05-26
Model evaluation methods
Large Language Model
Watermarking Technology
2025.05.26 2025.05.28
Literature Database

What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs

Authors: Sangyeop Kim, Yohan Lee, Yongwoo Song, Kimin Lee | Published: 2025-05-26
Prompt Injection
Model Performance Evaluation
Large Language Model
2025.05.26 2025.05.28
Literature Database
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