Pooria Madani

According to our database, Pooria Madani authored at least 14 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Noise as a Double-Edged Sword: Reinforcement Learning Exploits Randomized Defenses in Neural Networks.

Steve Bakos, Pooria Madani, Heidar Davoudi

CoRR, 2024

Fine-Tuning LLMs for Code Mutation: A New Era of Cyber Threats.

Mohammad Setak, Pooria Madani

CoRR, 2024

2023

Metamorphic Malware Evolution: The Potential and Peril of Large Language Models.

Pooria Madani

Proceedings of the 5th IEEE International Conference on Trust, 2023

2022

Randomized Moving Target Approach for MAC-Layer Spoofing Detection and Prevention in IoT Systems.

Pooria Madani, Natalija Vlajic, Ivo Maljevic

DTRAP, 2022

Effective Segmentation of RSSI Timeseries Produced by Stationary IoT Nodes: Comparative Study.

Pooria Madani, Natalija Vlajic

Proceedings of the Attacks and Defenses for the Internet-of-Things, 2022

2021

RSSI-Based MAC-Layer Spoofing Detection: Deep Learning Approach.

Pooria Madani, Natalija Vlajic

J. Cybersecur. Priv., August, 2021

Unsupervised ML Based Detection of Malicious Web Sessions with Automated Feature Selection: Design and Real-World Validation.

Shadi Sadeghpour, Natalija Vlajic, Pooria Madani, Dusan Stevanovic

Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

2020

MAC-Layer Spoofing Detection and Prevention in IoT Systems: Randomized Moving Target Approach.

Pooria Madani, Natalija Vlajic, Shadi Sadeghpour

Proceedings of the CPSIOTSEC'20: Proceedings of the 2020 Joint Workshop on CPS&IoT Security and Privacy, 2020

2019

Near-optimal Evasion of Randomized Convex-inducing Classifiers in Adversarial Environments.

Pooria Madani, Natalija Vlajic

Proceedings of the 14th International Conference on Availability, Reliability and Security, 2019

2018

Robustness of deep autoencoder in intrusion detection under adversarial contamination.

Pooria Madani, Natalija Vlajic

Proceedings of the 5th Annual Symposium and Bootcamp on Hot Topics in the Science of Security, 2018

2017

Rethinking the Use of Resource Hints in HTML5: Is Faster Always Better!?

Xue Ying Shi, Natalija Vlajic, Hamzeh Roumani, Pooria Madani

J. Cyber Secur. Mobil., 2017

Resource Hints in HTML5: A New Pandora's Box of Security Nightmares.

Natalija Vlajic, Xue Ying Shi, Hamzeh Roumani, Pooria Madani

Proceedings of the 12th International Conference on Availability, Reliability and Security, Reggio Calabria, Italy, August 29, 2017

2016

Towards sequencing malicious system calls.

Pooria Madani, Natalija Vlajic

Proceedings of the 2016 IEEE Conference on Communications and Network Security, 2016

2015

A Framework for Discovering Bursty Events and Their Relationships from Online News Articles.

Pooria Madani

Proceedings of the Advances in Artificial Intelligence, 2015