Talaya Farasat

14 papers A 2B 1C 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
FPGA-Accelerated Neural Networks for Real-Time Anomaly Detection using High-Level Synthesis.
CPS Summer School, PhD Workshop
Anila Hoxha, Shekoufeh Neisarian, Talaya Farasat, Joachim Posegga, Elif Bilge Kavun
2025 J jnl
Optimizing Code Embeddings and ML Classifiers for Python Source Code Vulnerability Detection.
CoRR
Talaya Farasat, Joachim Posegga
2025 C conf
Optimizing Code Embeddings and ML Classifiers for Python Source code Vulnerability Detection.
BDCAT
Talaya Farasat, Joachim Posegga
2024 J jnl
Advancing Network Security: A Comprehensive Testbed and Dataset for Machine Learning-Based Intrusion Detection.
CoRR
Talaya Farasat, JongWon Kim, Joachim Posegga
2024 — conf
Machine Learning Techniques for Python Source Code Vulnerability Detection.
CODASPY
Talaya Farasat, Joachim Posegga
2024 J jnl
Machine Learning Techniques for Python Source Code Vulnerability Detection.
CoRR
Talaya Farasat, Joachim Posegga
2024 J jnl
SafePyScript: A Web-Based Solution for Machine Learning-Driven Vulnerability Detection in Python.
CoRR
Talaya Farasat, Atiqullah Ahmadzai, Aleena Elsa George, Sayed Alisina Qaderi, Dusan Dordevic, Joachim Posegga
2024 J jnl
SmartX Intelligent Sec: A Security Framework Based on Machine Learning and eBPF/XDP.
CoRR
Talaya Farasat, JongWon Kim, Joachim Posegga
2023 — conf
Integrating Machine Learning for Network Threat Detection with SmartX Multi-Sec Framework.
ICOIN
Talaya Farasat, Muhammad Ahmad Rathore, JongWon Kim
2023 B conf
Machine Learning-based BGP Traffic Prediction.
TrustCom
Talaya Farasat, Muhammad Ahmad Rathore, Akmal Khan, JongWon Kim, Joachim Posegga
2023 A conf
Poster: SmartX BGP BVT: A First Real-Time BGP Blackholing Visibility Tool.
IMC
Talaya Farasat, Muhammad Ahmad Rathore, Zeeshan Asim, Akmal Khan, JongWon Kim, Joachim Posegga
2023 — conf
Securing Kubernetes Pods communicating over Weave Net through eBPF/XDP from DDoS attacks.
CODASPY
Talaya Farasat, Muhammad Ahmad Rathore, JongWon Kim
2021 A conf
BGP traffic volume forecasting using LSTM framework.
CoNEXT
Talaya Farasat, Muhammad Ahmad Rathore, Akmal Khan, Sun Park, JongWon Kim
2021 J jnl
Detecting and analyzing border gateway protocol blackholing activity.
Int. J. Netw. Manag.
Talaya Farasat, Akmal Khan