BGP traffic volume forecasting using LSTM framework. - Talaya Farasat; Muhammad Ahmad Rathore; Akmal Khan; Sun Park; JongWon Kim 001 (CoNEXT, 2021)

Detecting and analyzing border gateway protocol blackholing activity. - Talaya Farasat; Akmal Khan (Int. J. Netw. Manag., 2021)

Securing Kubernetes Pods communicating over Weave Net through eBPF/XDP from DDoS attacks. - Talaya Farasat; Muhammad Ahmad Rathore; JongWon Kim 001 (CODASPY, 2023)

Integrating Machine Learning for Network Threat Detection with SmartX Multi-Sec Framework. - Talaya Farasat; Muhammad Ahmad Rathore; JongWon Kim 001 (ICOIN, 2023)

Poster: SmartX BGP BVT: A First Real-Time BGP Blackholing Visibility Tool. - Talaya Farasat; Muhammad Ahmad Rathore; Zeeshan Asim; Akmal Khan; Jongwon Kim 001; Joachim Posegga (IMC, 2023)

Machine Learning-based BGP Traffic Prediction. - Talaya Farasat; Muhammad Ahmad Rathore; Akmal Khan; Jongwon Kim 001; Joachim Posegga (TrustCom, 2023)

Machine Learning Techniques for Python Source Code Vulnerability Detection. - Talaya Farasat; Joachim Posegga (CODASPY, 2024)

Advancing Network Security: A Comprehensive Testbed and Dataset for Machine Learning-Based Intrusion Detection. - Talaya Farasat; Jongwon Kim 001; Joachim Posegga (CoRR, 2024)

SmartX Intelligent Sec: A Security Framework Based on Machine Learning and eBPF/XDP. - Talaya Farasat; Jongwon Kim 001; Joachim Posegga (CoRR, 2024)

SafePyScript: A Web-Based Solution for Machine Learning-Driven Vulnerability Detection in Python. - Talaya Farasat; Atiqullah Ahmadzai; Aleena Elsa George; Sayed Alisina Qaderi; Dusan Dordevic; Joachim Posegga (CoRR, 2024)