Ahmad Faraz Khan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Differential Power Analysis

Reinforcement Learning

Learning Problems

Top Venues

Publications

Ahmad Faraz Khan, Azal Ahmad Khan, Ahmed M. Abdelmoniem, Samuel Fountain, Ali Raza Butt, Ali Anwar
FLOAT: Federated Learning Optimizations with Automated Tuning. EuroSys (2024)
Haider Ali, Dian Chen, Matthew Harrington, Nathaniel Salazar, Mohannad Al Ameedi, Ahmad Faraz Khan, Ali Raza Butt, Jin-Hee Cho
A Survey on Attacks and Their Countermeasures in Deep Learning: Applications in Deep Neural Networks, Federated, Transfer, and Deep Reinforcement Learning. IEEE Access 11 (2023)
Ahmad Faraz Khan, Yuze Li, Xinran Wang, Sabaat Haroon, Haider Ali, Yue Cheng, Ali Raza Butt, Ali Anwar
Towards cost-effective and resource-aware aggregation at Edge for Federated Learning. BigData (2023)
Xinran Wang, Qi Le, Ahmad Faraz Khan, Jie Ding, Ali Anwar
A Framework for Incentivized Collaborative Learning. CoRR (2023)
Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Feng Yan, Ali Raza Butt
Heterogeneity-Aware Adaptive Federated Learning Scheduling. Big Data (2022)