Articles by Dhruv Nandakumar | Synthical

Synthical

Your space

Profile

Activity

Favorites

Folders

Feeds

Contacts

About

Simple

Original

Articles by Dhruv Nandakumar

Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations

25 June 2024 by Cheng Wang and others

Cryptography and Security, Artificial Intelligence

Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning

14 February 2024 by Cheng Wang and others at

Cryptography and Security, Artificial Intelligence

MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning

28 November 2023 by Soumya Banerjee and others

Cryptography and Security, Artificial Intelligence

Enhancing Exfiltration Path Analysis Using Reinforcement Learning

5 October 2023 by Riddam Rishu and others

Cryptography and Security

Cross-temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach

1 September 2023 by Sathvik Murli and others

Cryptography and Security

A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention

6 June 2023 by Dhruv Nandakumar and others

Cryptography and Security, Computation and Language

Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks

24 May 2023 by Dhruv Nandakumar and others

Cryptography and Security

Zero Day Threat Detection Using Metric Learning Autoencoders

1 November 2022 by Dhruv Nandakumar and others

Cryptography and Security, Artificial Intelligence

Anomaly Detection via Federated Learning

12 October 2022 by Marc Vucovich and others

Machine Learning, Artificial Intelligence

Lateral Movement Detection Using User Behavioral Analysis

29 August 2022 by Deepak Kushwaha and others

Cryptography and Security, Machine Learning

Zero Day Threat Detection Using Graph and Flow Based Security Telemetry

4 May 2022 by Christopher Redino and others

Cryptography and Security, Artificial Intelligence

A Two-tiered Functional Screen Identifies Herpesviral Transcriptional Modifiers and their Essential Domains

18 January 2022 by D. Morgens and others

Launching a saliva-based SARS-CoV-2 surveillance testing program on a university campus

26 May 2021 by A. Ehrenberg and others at

Health Systems and Quality Improvement

An integrative approach identifies direct targets of the late viral transcription complex and an expanded promoter recognition motif in Kaposi's sarcoma-associated herpesvirus

16 May 2019 by Dhivyaa Nandakumar and B. Glaunsinger