Literature Database

One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems

Authors: Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Ziyou Jiang, Yang Liu, Qing Wang | Published: 2025-05-15 | Updated: 2025-05-20
Poisoning attack on RAG
Poisoning
Poisoning Attack
2025.05.15 2025.05.28
Literature Database

Dark LLMs: The Growing Threat of Unaligned AI Models

Authors: Michael Fire, Yitzhak Elbazis, Adi Wasenstein, Lior Rokach | Published: 2025-05-15
Disabling Safety Mechanisms of LLM
Prompt Injection
Large Language Model
2025.05.15 2025.05.28
Literature Database

Analysing Safety Risks in LLMs Fine-Tuned with Pseudo-Malicious Cyber Security Data

Authors: Adel ElZemity, Budi Arief, Shujun Li | Published: 2025-05-15
LLM Security
Prompt Injection
Large Language Model
2025.05.15 2025.05.28
Literature Database

From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models

Authors: Yidan Wang, Yubing Ren, Yanan Cao, Binxing Fang | Published: 2025-05-15
Model DoS
Digital Watermarking for Generative AI
Watermark Removal Technology
2025.05.15 2025.05.28
Literature Database

PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization

Authors: Yidan Wang, Yanan Cao, Yubing Ren, Fang Fang, Zheng Lin, Binxing Fang | Published: 2025-05-15
Disabling Safety Mechanisms of LLM
Prompt Injection
Privacy Protection in Machine Learning
2025.05.15 2025.05.28
Literature Database

Adversarial Suffix Filtering: a Defense Pipeline for LLMs

Authors: David Khachaturov, Robert Mullins | Published: 2025-05-14
Prompt validation
倫理基準遵守
Attack Detection Method
2025.05.14 2025.05.28
Literature Database

CANTXSec: A Deterministic Intrusion Detection and Prevention System for CAN Bus Monitoring ECU Activations

Authors: Denis Donadel, Kavya Balasubramanian, Alessandro Brighente, Bhaskar Ramasubramanian, Mauro Conti, Radha Poovendran | Published: 2025-05-14
Testbed
Attack Detection Method
電子制御ユニット
2025.05.14 2025.05.28
Literature Database

MorphMark: Flexible Adaptive Watermarking for Large Language Models

Authors: Zongqi Wang, Tianle Gu, Baoyuan Wu, Yujiu Yang | Published: 2025-05-14 | Updated: 2025-05-20
Text Generation Method
Digital Watermarking for Generative AI
Watermark Robustness
2025.05.14 2025.05.28
Literature Database

Evaluating the Robustness of Adversarial Defenses in Malware Detection Systems

Authors: Mostafa Jafari, Alireza Shameli-Sendi | Published: 2025-05-14
Robustness Analysis
Attack Detection Method
Adversarial Learning
2025.05.14 2025.05.28
Literature Database

Instantiating Standards: Enabling Standard-Driven Text TTP Extraction with Evolvable Memory

Authors: Cheng Meng, ZhengWei Jiang, QiuYun Wang, XinYi Li, ChunYan Ma, FangMing Dong, FangLi Ren, BaoXu Liu | Published: 2025-05-14
Prompt leaking
Attack Detection Method
Knowledge Extraction Method
2025.05.14 2025.05.28
Literature Database
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