Evaluation Method

Geometry-Aware Instrumental Variable Regression

Authors: Heiner Kremer, Bernhard Schölkopf | Published: 2024-05-19
Watermarking
Optimization Problem
Evaluation Method

A Classification-by-Retrieval Framework for Few-Shot Anomaly Detection to Detect API Injection Attacks

Authors: Udi Aharon, Ran Dubin, Amit Dvir, Chen Hajaj | Published: 2024-05-18 | Updated: 2024-09-15
Model Performance Evaluation
Anomaly Detection Method
Evaluation Method

Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing

Authors: Yunlong Zhao, Xiaoheng Deng, Yijing Liu, Xinjun Pei, Jiazhi Xia, Wei Chen | Published: 2024-05-18
Model Performance Evaluation
Evaluation Method
Watermark Evaluation

A Flow is a Stream of Packets: A Stream-Structured Data Approach for DDoS Detection

Authors: Raja Giryes, Lior Shafir, Avishai Wool | Published: 2024-05-12
DDoS Attack Detection
Data Preprocessing
Evaluation Method

AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models

Authors: Yongheng Zhang, Tingwen Du, Yunshan Ma, Xiang Wang, Yi Xie, Guozheng Yang, Yuliang Lu, Ee-Chien Chang | Published: 2024-05-08
Cybersecurity
Threat modeling
Evaluation Method

Explainable Malware Detection with Tailored Logic Explained Networks

Authors: Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Martin Homola, Marco Gori, Stefan Balogh, Jan Mojzis | Published: 2024-05-05
Malware Classification
Model Interpretability
Evaluation Method

Chain of trust: Unraveling references among Common Criteria certified products

Authors: Adam Janovsky, Łukasz Chmielewski, Petr Svenda, Jan Jancar, Vashek Matyas | Published: 2024-04-22 | Updated: 2024-08-19
Dependency Risk Assessment
Evaluation Method
Watermark Evaluation

JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models

Authors: Yingchaojie Feng, Zhizhang Chen, Zhining Kang, Sijia Wang, Minfeng Zhu, Wei Zhang, Wei Chen | Published: 2024-04-12
LLM Performance Evaluation
Prompt Injection
Evaluation Method

Rethinking How to Evaluate Language Model Jailbreak

Authors: Hongyu Cai, Arjun Arunasalam, Leo Y. Lin, Antonio Bianchi, Z. Berkay Celik | Published: 2024-04-09 | Updated: 2024-05-07
Prompt Injection
Classification of Malicious Actors
Evaluation Method

Case Study: Neural Network Malware Detection Verification for Feature and Image Datasets

Authors: Preston K. Robinette, Diego Manzanas Lopez, Serena Serbinowska, Kevin Leach, Taylor T. Johnson | Published: 2024-04-08
Watermarking
Malware Classification
Evaluation Method