DeepSign: Deep learning for automatic malware signature generation and classification
Ayushri Jain
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Archive
25 posts published so far
Automatic Yara Rule Generation Using Biclustering
Ayushri Jain
Passphrase and keystroke dynamics authentication: Usable security
Ayushri Jain
Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles
Ayushri Jain
Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants
Ayushri Jain
Examining Zero-Shot Vulnerability Repair with Large Language Models
Ayushri Jain
TrojanPuzzle: Covertly Poisoning Code-Suggestion Models
Ayushri Jain
Pop Quiz! Can a Large Language Model Help With Reverse Engineering?
Ayushri Jain
Adversarial Machine Learning in Image Classification: A Survey Toward the Defender’s Perspective
Ayushri Jain
EvadeDroid: A Practical Evasion Attack on Machine Learning for Black-box Android Malware Detection
Ayushri Jain
Mal-LSGAN: An Effective Adversarial Malware Example Generation Model
Ayushri Jain
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware
Ayushri Jain
No Need to Teach New Tricks to Old Malware: Winning an Evasion Challenge with XOR-based Adversarial Samples
Ayushri Jain
Shallow Security: on the Creation of Adversarial Variants to Evade Machine Learning-Based Malware Detectors
Ayushri Jain
Transcending TRANSCEND: Revisiting Malware Classification in the Presence of Concept Drift
Ayushri Jain
Transcend: Detecting Concept Drift in Malware Classification Models
Ayushri Jain
DroidEvolver: Self-Evolving Android Malware Detection System
Ayushri Jain
Fast & Furious: On the modeling of malware detection as an evolving data stream
Ayushri Jain
Dos and Don'ts of Machine Learning in Computer Security - Part 2
Ayushri Jain
Dos and Don'ts of Machine Learning in Computer Security - Part 1
Ayushri Jain
Machine Learning (In) Security: A Stream of Problems - Part 2
Ayushri Jain
Machine Learning (In) Security: A Stream of Problems - Part 1
Ayushri Jain
Malware Detection on Highly Imbalanced Data through Sequence Modeling
Ayushri Jain
Machine Learning for Malware Detection
Ayushri Jain
Types of Intelligent Robots
Ayushri Jain