Talaya Farasat

According to our database, Talaya Farasat authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Adversarial Evaluation of Machine Learning-Based Python Source Code Vulnerability Detectors.

Talaya Farasat

Proceedings of the Generative Code Intelligence Workshop (GeCoIn 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

FPGA-Accelerated Neural Networks for Real-Time Anomaly Detection using High-Level Synthesis.

Anila Hoxha, Shekoufeh Neisarian, Talaya Farasat, Joachim Posegga, Elif Bilge Kavun

Proceedings of the CPS Summer School PhD Workshop "Designing Cyber-Physical Systems, 2025

Optimizing Code Embeddings and ML Classifiers for Python Source code Vulnerability Detection.

Talaya Farasat, Joachim Posegga

Proceedings of the IEEE/ACM 12th International Conference on Big Data Computing, 2025

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

SmartX Intelligent Sec: A Security Framework Based on Machine Learning and eBPF/XDP.

Talaya Farasat, Jongwon Kim, Joachim Posegga

CoRR, 2024

Advancing Network Security: A Comprehensive Testbed and Dataset for Machine Learning-Based Intrusion Detection.

Talaya Farasat, Jongwon Kim, Joachim Posegga

CoRR, 2024

Machine Learning Techniques for Python Source Code Vulnerability Detection.

Talaya Farasat, Joachim Posegga

Proceedings of the Fourteenth ACM Conference on Data and Application Security and Privacy, 2024

2023

Machine Learning-based BGP Traffic Prediction.

Talaya Farasat, Muhammad Ahmad Rathore, Akmal Khan, Jongwon Kim, Joachim Posegga

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Poster: SmartX BGP BVT: A First Real-Time BGP Blackholing Visibility Tool.

Talaya Farasat, Muhammad Ahmad Rathore, Zeeshan Asim, Akmal Khan, Jongwon Kim, Joachim Posegga

Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

Integrating Machine Learning for Network Threat Detection with SmartX Multi-Sec Framework.

Talaya Farasat, Muhammad Ahmad Rathore, JongWon Kim

Proceedings of the International Conference on Information Networking, 2023

Securing Kubernetes Pods communicating over Weave Net through eBPF/XDP from DDoS attacks.

Talaya Farasat, Muhammad Ahmad Rathore, JongWon Kim

Proceedings of the Thirteenth ACM Conference on Data and Application Security and Privacy, 2023

2021

Detecting and analyzing border gateway protocol blackholing activity.

Talaya Farasat, Akmal Khan

Int. J. Netw. Manag., 2021

BGP traffic volume forecasting using LSTM framework.

Talaya Farasat, Muhammad Ahmad Rathore, Akmal Khan, Sun Park, JongWon Kim

Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021