[Workshop] Reinforcement Learning for Networking and Security

IRT SystemX  is organizing on September 14 the workshop “Reinforcement Learning for Networking and Security” on the Nano-INNOV site. This Workshop is co-organized with academic partners (AIO team at INRIA Paris and the IResCoMath Research Unit, Tunisia) as part of an exploratory research project funded by the IRT SystemX institute.

The workshop aims at providing forum and bring together researchers to discuss recent applications of reinforcement learning (RL) in the fields of telecommunications, transport and security. If you want to know more, join us on September 14, 2022 from 9 am to 4 pm on the Nano-INNOV site in Palaiseau or from 9:30 am to 1:15 pm on zoom.

Program:

9:00 am – 9:30 am: Welcome and Introduction
Reda Yaich, Patrice Aknin and Mohamed Elhadad (IRT SystemX)

09:30 am – 10:55 am: Session I : Reinforcement and Federated Learning

• 09:30 am – 10:15 am:Tutorial I: Reinforcement Learning for smart cities (remotely)
  Dr. Hakim Ghazzai (KAUST, Saudi Arabia)
• 10:15 am – 11:00 am: Tutorial II: Differential Privacy and Federated Learning
  Dr. Soumya Banerje (Vice-President Innovation & Research – Trasna Solutions Ltd Ireland, Germany and Associate-Researcher Inria – Associate-Researcher UCC (University College of Cork))
• 11:00 am – 11:25 am: Improving Robustness of Deep Reinforcement Learning Agents: Environment Attack based on the Critic Network
  Lucas Schott (IRT SystemX)

11:25 am – 11:45 am: Break

11:45 am – 12:45 pm: Session II: visit of Cyberlab at SystemX

12:45 pm – 2:15 pm: Lunch

2:15 pm – 4:00 pm: Session III: Reinforcement Learning for NDN Security

• 2:15 pm – 3:00 pm: Tutorial III: Named Data Networking: Architecture, Functionalities & Security Issues
  Dr. Haifa Touati (IRESCOMATH, Gabes university, Tunisia)
• 3:00 pm – 3:25 pm:Q-Learning to Improve Security in Named Data Networks
  Abdelhak Hidouri (IRESCOMATH, Gabes university, Tunisia)
• 3:25 pm – 3:50 pm: Deep Reinforcement Learning for Cache Pollution Attack Detection in Named Data Networks
  Mohamed Amin Asri (IRT SystemX, France)

Practical information:

In-person:
IRT SystemX Nano-INNOV
Rooms 24, 25 and 26
2 boulevardd Thomas Gobert, 91120 Palaiseau

Online: ­
Zoom (if you register, you receive a link some days before the event)