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Integrated First Degree

B.E.(Chemical)
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Prof. Paresh Saxena    

Head & Associate Professor,
Dept. of Computer Science and Information Systems

Birla Institute of Technology & Science, Pilani
Hyderabad Campus
Jawahar Nagar, Kapra Mandal
Dist.-Medchal-500 078
Telangana, India
psaxena@hyderabad.bits-pilani.ac.in
hod.csis@hyderabad.bits-pilani.ac.in
+91 40 66303591
https://www.linkedin.com/in/saxena-paresh/

Publications

Journals:

[J16] Krishna, N. V., Chintalapati, R., Saxena, P., Soumya, J. Enhancing Functional Coverage Closure in Network-On-Chip Systems with Reinforcement Learning. IEEE Embedded Systems Letters, 2026.

[J15] Pattiwar, S. K., Saxena, P., Alay, Ö. PRISM: Proximal Policy Optimization with Deep Reinforcement Learning for Intelligent Scheduling in Multipath QUIC under Heterogeneous and Hybrid 5G/B5G–Satellite Networks. Computer Communications, Elsevier, 2026.

[J14] Maganti, P., Saxena, P., Maiti, R. R. Discovering Attack Signature and Its Travel Path using Graphical Model in CPS: A Case Study. ACM Transactions on Cyber-Physical Systems, 2025.

[J13] Kumar, P. S., Saxena, P., Alay, Ö. Next-generation DRL empowered actor-critic schedulers for multipath QUIC in 5G vehicular IoT. Internet of Things, Elsevier, 2025.

[J12] Mandan, N., Saxena, P., Gupta, M. DRL Empowered On-policy and Off-policy ABR for 5G Mobile Ultra-HD Video Delivery. Mobile Networks and Applications, Springer, 2025.

[J11] Chillara, A. K., Saxena, P., Maiti, R. R. USB-GATE: USB-based GAN-augmented transformer reinforced defense framework for adversarial keystroke injection attacks. International Journal of Information Security, Springer, 2025.

[J10] Fatima, N., Saxena, P., Giambene, G. Deep reinforcement learning based computation offloading for xURLLC services in UAV-assisted MEC systems. Wireless Networks, Springer, 2024.

[J9] Chillara, A. K., Saxena, P., Maiti, R. R. Deceiving supervised machine learning models via adversarial data poisoning attacks. International Journal of Information Security, 2024.

[J8] Marisetty, H. V., Fatima, N., Gupta, M., Saxena, P. Resource scheduling and distributed learning in IoT edge computing. Internet of Things, Elsevier, 2024.

[J7] Chavali, L., Krishnan, A., Saxena, P., et al. Off-policy actor-critic deep reinforcement learning methods for alert prioritization in intrusion detection systems. Computers & Security, Elsevier, 2024.

[J6] Fatima, N., Saxena, P., Giambene, G. Integration of MEC with UAVs: Current techniques and research directions. Physical Communication, Elsevier, 2022.

[J5] Agarwal, S., Gudi, R., Saxena, P. Image classification approaches for segregation of plastic waste. Transactions of the Indian National Academy of Engineering, 2022.

[J4] Naresh, M., Das, V., Saxena, P., Gupta, M. Deep reinforcement learning based QoE-aware actor-learner architectures for video streaming in IoT environments. Computing, Springer, 2022.

[J3] Saxena, P., Vázquez-Castro, M. Á. Dare: DOF-aided random encoding for network coding over lossy line networks. IEEE Communications Letters, 2015.

[J2] Saxena, P., Vázquez-Castro, M. Á. Link layer systematic random network coding for DVB-S2X/RCS. IEEE Communications Letters, 2015.

[J1] Pimentel-Niño, M. A., Saxena, P., Vázquez-Castro, M. Á. Reliable adaptive video streaming driven by perceptual semantics. The Scientific World Journal, 2015.

Conferences: 

[C20] Shashank, S., Narayane, V. B., Saxena, P., Baheti, A. Design of Multiband Frequency-Modulated GPS Jamming Waveform. 22nd European Radar Conference (EuRAD), 2025, IEEE.

[C19] Pattiwar, S. K., Saxena, P., Alay, Ö., et al. Performance Analysis of Multipath QUIC Schedulers for Video Streaming. IFIP International Conference on Network and Parallel Computing (NPC), 2025, IFIP.

[C18] Chavali, L., Saxena, P. Multi-critic Deep Reinforcement Learning for Alert Prioritization. International Conference on Advanced Information Networking and Applications (AINA), 38th Edition, 2025, Springer.

[C17] Shashank, S., Narayane, V. B., Saxena, P., Baheti, A. Direction Estimation of a Jamming Signal Using an Optimized Direction-Finding Algorithm. IEEE Microwave, Antennas, and Propagation Conference (MAPCON), 2025, IEEE.

[C16] Pattiwar, S. K., Saxena, P., Alay, Ö., Griwodz, C., et al. Impact of Latency on User Experience in Immersive Teleoperation. IEEE Smart World Congress (SWC), 2025, IEEE.

[C15] Fatima, N., Saxena, P., Giambene, G. Computation Offloading in NTN-empowered MEC using Multi-agent Distributed Deep Reinforcement Learning. IEEE Global Communications Conference (GLOBECOM), 2024, IEEE.

[C14] Kumar, S. P., Saxena, P., Alay, Ö. DEAR: DRL empowered actor-critic scheduler for multipath QUIC under 5G/B5G hybrid networks. International Conference on Advanced Information Networking and Applications (AINA), 38th Edition, 2024, Springer.

[C13] Naresh, M., Saxena, P., Gupta, M. GRAAB: Gradient Sharing A3C for Adaptive Bitrate Streaming. International Conference on Information Networking (ICOIN), 2024, IEEE.

[C12] Chavali, L., Saxena, P., Mitra, B. Knowledge-empowered DRL for alert prioritization in IDS. International Conference on Advanced Information Networking and Applications (AINA), 38th Edition, Springer.

[C11] Naresh, M., Saxena, P., Gupta, M. PPO-ABR: Proximal Policy Optimization based DRL for Adaptive Bitrate Streaming. International Wireless Communications and Mobile Computing Conference (IWCMC), 2023, IEEE.

[C10] Naresh, M., Saxena, P., Gupta, M. Deep Reinforcement Learning with Importance Weighted A3C for QoE Enhancement in Video Delivery Services. IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2023, IEEE.

[C9] Kota, S. et al. INGR Roadmap Satellite Chapter. IEEE Future Networks World Forum (FNWF), 2023, IEEE.

[C8] Kumar, S. P., Saxena, P., Fatima, N. Performance Analysis of Multipath Transport Layer Schedulers under 5G/B5G Hybrid Networks. 14th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2022, IEEE.

[C7] Naresh, M., Saxena, P., Gupta, M. SAC-ABR: Soft Actor-Critic based Deep Reinforcement Learning for Adaptive Bitrate Streaming. 14th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2022, IEEE.

[C6] Chavali, L., Gupta, T., Saxena, P. SAC-AP: Soft Actor-Critic based DRL for Alert Prioritization. IEEE Congress on Evolutionary Computation (CEC), 2022, IEEE.

[C5] Vázquez-Castro, M. Á., Saxena, P. Network Coding over Satellite: From Theory to Design and Performance. International Conference on Wireless and Satellite Systems (WSS), 2015, Springer.

[C4] Saxena, P., Vázquez-Castro, M. Á. Network Coded Multicast and Multi-unicast over Satellite. International Conference on Advances in Satellite and Space Communication (SPACOMM), 2015, Springer.

[C3] Saxena, P., Vázquez-Castro, M. Á. Network Coding Advantage over MDS Codes for Multimedia Transmission. International Conference on Personal Satellite Services (PSATS), 2013, Springer.

[C2] Pimentel-Niño, M. A., Saxena, P., Vázquez-Castro, M. Á. QoE-driven Adaptive Video with Network Coding. 31st AIAA International Communications Satellite Systems Conference (ICSSC), 2013, AIAA.

[C1] Saxena, P., Vázquez-Castro, M. Á. Interference-free Regions with Han-Kobayashi Scheme. 8th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2012, IEEE.

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