DeepSign: Deep learning for automatic malware signature generation and classification

Apr 23, 20247 min read6 views

Summary of seminar based on Omid et al. paper; CSCE 689 601 ML-Based Cyber Defenses · This paper describes Deep Sign, a new method for automatic...

DeepSign: Deep learning for automatic malware signature generation and classification

Automatic Yara Rule Generation Using Biclustering

Apr 22, 20245 min read5 views

Summary of seminar based on Raff et al. paper; CSCE 689 601 ML-Based Cyber Defenses · This paper describes AutoYara algorithm using biclustering and...

Automatic Yara Rule Generation Using Biclustering

Passphrase and keystroke dynamics authentication: Usable security

Apr 15, 20246 min read17 views

Summary of seminar based on Bhana et al. paper; CSCE 689 601 ML-Based Cyber Defenses · This paper describes authentication methods, including passphrase...

Passphrase and keystroke dynamics authentication: Usable security

Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles

Apr 15, 20247 min read5 views

Summary of seminar based on Giovanini et al. paper; CSCE 689 601 ML-Based Cyber Defenses · This paper describes the challenges and solutions in...

Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles

Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants

Apr 8, 20247 min read9 views

Summary of seminar based on Sandoval et al. paper; CSCE 689 601 ML-Based Cyber Defenses · This paper describes an experimental study examining the impact...

Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants

Examining Zero-Shot Vulnerability Repair with Large Language Models

Apr 8, 20247 min read6 views

Summary of seminar based on Pearce et al. paper; CSCE 689 601 ML-Based Cyber Defenses · This paper discusses testing challenges, including fuzzing and...

Examining Zero-Shot Vulnerability Repair with Large Language Models