Literature Database

IT Intrusion Detection Using Statistical Learning and Testbed Measurements

Authors: Xiaoxuan Wang, Rolf Stadler | Published: 2024-02-20
CVE Information Extraction
Intrusion Detection System
Attack Method

TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification

Authors: Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh | Published: 2024-02-20 | Updated: 2024-06-06
LLM Security
LLM Performance Evaluation
Prompt Injection

Prompt Stealing Attacks Against Large Language Models

Authors: Zeyang Sha, Yang Zhang | Published: 2024-02-20
LLM Security
Prompt Injection
Prompt Engineering

Bounding Reconstruction Attack Success of Adversaries Without Data Priors

Authors: Alexander Ziller, Anneliese Riess, Kristian Schwethelm, Tamara T. Mueller, Daniel Rueckert, Georgios Kaissis | Published: 2024-02-20
Data Privacy Assessment
Privacy Protection Method
Watermark Evaluation

APT-MMF: An advanced persistent threat actor attribution method based on multimodal and multilevel feature fusion

Authors: Nan Xiao, Bo Lang, Ting Wang, Yikai Chen | Published: 2024-02-20
Graph Neural Network
IoC Analysis Method
Automated Threat Attribution

Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors

Authors: Yiwei Lu, Matthew Y. R. Yang, Gautam Kamath, Yaoliang Yu | Published: 2024-02-20
Backdoor Attack
Poisoning
Transfer Learning

An Adversarial Approach to Evaluating the Robustness of Event Identification Models

Authors: Obai Bahwal, Oliver Kosut, Lalitha Sankar | Published: 2024-02-19 | Updated: 2024-04-22
Event Identification
Robustness Evaluation

Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models

Authors: Christian Schlarmann, Naman Deep Singh, Francesco Croce, Matthias Hein | Published: 2024-02-19 | Updated: 2024-06-05
Prompt Injection
Robustness Evaluation
Adversarial Training

CovRL: Fuzzing JavaScript Engines with Coverage-Guided Reinforcement Learning for LLM-based Mutation

Authors: Jueon Eom, Seyeon Jeong, Taekyoung Kwon | Published: 2024-02-19
Fuzzing
Reinforcement Learning
Evaluation Method

Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning

Authors: Shuai Zhao, Leilei Gan, Luu Anh Tuan, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen | Published: 2024-02-19 | Updated: 2024-03-29
Backdoor Detection
Attack Method
Defense Method