Workshop
Multi-Agent Security: Security as Key to AI Safety
Christian Schroeder de Witt 路 Hawra Milani 路 Klaudia Krawiecka 路 Swapneel Mehta 路 Carla Cremer 路 Martin Strohmeier
Sat 16 Dec, 7 a.m. PST
This workshop proposal builds on the observation that the AI and cyber security communities are currently not sufficiently interconnected to navigate risks and opportunities in our multi-agent world. Through a series of discussions involving experts and audiences, provocation and intervention keynotes, and contributed content, we aim to compare, contrast, and synthesize near- and long-term perspectives of AI deployment across society. The fundamental goal of this workshop is to bring together researchers, practitioners, and activists across AI and cyber security in order to create a blueprint for the future of AI security in a multi-agent world, and to define, explore, and challenge the nascent field of multi-agent security (MASEC).
Submission deadline: September 25, 2023
Acceptance Notification: October 27, 2023
Workshop date: December 16, 2023
Schedule
Sat 7:00 a.m. - 7:10 a.m.
|
Opening Remarks
(
Moderated
)
>
SlidesLive Video |
馃敆 |
Sat 7:10 a.m. - 7:35 a.m.
|
Multi-Agent Risks from Advanced AI
(
Keynote
)
>
SlidesLive Video |
Lewis Hammond 馃敆 |
Sat 7:35 a.m. - 8:00 a.m.
|
Key Challenges in Foundation Models (... and some solutions!)
(
Keynote
)
>
SlidesLive Video |
Volkan Cevher 馃敆 |
Sat 8:00 a.m. - 8:25 a.m.
|
Multi-Agent Vulnerabilities in Superhuman AI
(
Keynote Talk
)
>
SlidesLive Video |
Adam Gleave 馃敆 |
Sat 8:24 a.m. - 8:25 a.m.
|
Towards AI-based auditing of privacy risks in privacy-enhancing technologies
(
[On-Demand] Keynote
)
>
SlidesLive Video |
Ana-Maria Cretu 馃敆 |
Sat 8:24 a.m. - 8:25 a.m.
|
Recent Advances on Online Learning in Games.
(
[On-Demand] Keynote
)
>
SlidesLive Video |
Stratis Skoulakis 馃敆 |
Sat 8:25 a.m. - 8:40 a.m.
|
Language Agents as Hackers: Evaluating Cybersecurity Skills with Capture the Flag
(
Oral
)
>
link
SlidesLive Video |
John Yang 路 Akshara Prabhakar 路 Shunyu Yao 路 Kexin Pei 路 Karthik Narasimhan 馃敆 |
Sat 8:40 a.m. - 8:55 a.m.
|
Leading the Pack: N-player Opponent Shaping
(
Oral
)
>
link
SlidesLive Video |
Alexandra Souly 路 Timon Willi 路 Akbir Khan 路 Robert Kirk 路 Chris Lu 路 Edward Grefenstette 路 Tim Rockt盲schel 馃敆 |
Sat 9:05 a.m. - 9:20 a.m.
|
Cooperative AI via Decentralized Commitment Devices
(
Oral
)
>
link
SlidesLive Video |
Xyn Sun 路 Davide Crapis 路 Matt Stephenson 路 Jonathan Passerat-Palmbach 馃敆 |
Sat 9:30 a.m. - 10:30 a.m.
|
Panel Debate: How can we make AI more secure?
(
Panel Debate
)
>
SlidesLive Video |
馃敆 |
Sat 10:30 a.m. - 12:00 p.m.
|
Poster Session
(
Poster Session & Lunch break
)
>
|
馃敆 |
Sat 12:10 p.m. - 12:25 p.m.
|
I See You! Robust Measurement of Adversarial Behavior
(
Oral
)
>
link
SlidesLive Video |
Lars Ankile 路 Matheus Xavier Ferreira 路 David Parkes 馃敆 |
Sat 12:25 p.m. - 12:40 p.m.
|
Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning
(
Oral
)
>
link
SlidesLive Video |
Matthias Gerstgrasser 路 David Parkes 馃敆 |
Sat 12:40 p.m. - 12:50 p.m.
|
Defining and Mitigating Collusion in Multi-Agent Systems
(
Spotlight
)
>
link
SlidesLive Video |
Jack Foxabbott 路 Sam Deverett 路 Kaspar Senft 路 Samuel Dower 路 Lewis Hammond 馃敆 |
Sat 12:50 p.m. - 1:00 p.m.
|
Second-order Jailbreaks: Generative Agents Successfully Manipulate Through an Intermediary
(
Spotlight
)
>
link
SlidesLive Video |
Mikhail Terekhov 路 Romain Graux 路 Eduardo Neville 路 Denis Rosset 路 Gabin Kolly 馃敆 |
Sat 1:00 p.m. - 1:10 p.m.
|
Harnessing the Power of Federated Learning in Federated Contextual Bandits
(
Spotlight
)
>
link
SlidesLive Video |
Chengshuai Shi 路 Kun Yang 路 Ruida Zhou 路 Cong Shen 馃敆 |
Sat 1:10 p.m. - 1:20 p.m.
|
Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies ( Spotlight ) > link | Xiangyu Liu 路 Chenghao Deng 路 Yanchao Sun 路 Yongyuan Liang 路 Furong Huang 馃敆 |
Sat 1:20 p.m. - 1:30 p.m.
|
Dynamics Model Based Adversarial Training For Competitive Reinforcement Learning
(
Spotlight
)
>
link
SlidesLive Video |
Xuan Chen 路 Guanhong Tao 路 Xiangyu Zhang 馃敆 |
Sat 1:30 p.m. - 1:40 p.m.
|
RAVE: Enabling safety verification for realistic deep reinforcement learning systems
(
Spotlight
)
>
link
SlidesLive Video |
Wenbo Guo 路 Taesung Lee 路 Kevin Eykholt 路 Jiyong Jang 馃敆 |
Sat 1:40 p.m. - 1:50 p.m.
|
Multiagent Simulators for Social Networks
(
Spotlight
)
>
link
SlidesLive Video |
Aditya Surve 路 Archit Rathod 路 Mokshit Surana 路 Gautam Malpani 路 Aneesh Shamraj 路 SAINATH SANKEPALLY 路 Raghav Jain 路 Swapneel Mehta 馃敆 |
Sat 1:50 p.m. - 2:00 p.m.
|
Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning
(
Spotlight
)
>
link
SlidesLive Video |
Aakriti Agrawal 路 Rohith Aralikatti 路 Yanchao Sun 路 Furong Huang 馃敆 |
Sat 2:00 p.m. - 2:10 p.m.
|
Generation of Games for Opponent Model Differentiation
(
Spotlight
)
>
link
SlidesLive Video |
David Milec 路 Viliam Lisy 路 Christopher Kiekintveld 馃敆 |
Sat 2:10 p.m. - 2:20 p.m.
|
Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach
(
Spotlight
)
>
link
SlidesLive Video |
Xiaolin Sun 路 Zizhan Zheng 馃敆 |
Sat 2:20 p.m. - 2:30 p.m.
|
Stackelberg Games with Side Information
(
Spotlight
)
>
link
SlidesLive Video |
Keegan Harris 路 Steven Wu 路 Maria-Florina Balcan 馃敆 |
Sat 2:30 p.m. - 2:40 p.m.
|
Assessing Risks of Using Autonomous Language Models in Military and Diplomatic Planning
(
Spotlight
)
>
link
SlidesLive Video |
Gabe Mukobi 路 Ann-Katrin Reuel 路 Juan-Pablo Rivera 路 Chandler Smith 馃敆 |
Sat 2:40 p.m. - 2:50 p.m.
|
Decentralized agent-based modeling ( Spotlight ) > link | Ayush Chopra 路 Arnau Quera-Bofarull 路 Nurullah Giray Kuru 路 Ramesh Raskar 馃敆 |
Sat 2:50 p.m. - 3:00 p.m.
|
Safe Equilibrium
(
Spotlight
)
>
link
SlidesLive Video |
Samuel Ganzfried 馃敆 |
Sat 3:00 p.m. - 3:30 p.m.
|
Closing Remarks and Award Ceremony
(
Closing Remarks
)
>
SlidesLive Video |
馃敆 |
-
|
Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning ( Poster ) > link | Aakriti Agrawal 路 Rohith Aralikatti 路 Yanchao Sun 路 Furong Huang 馃敆 |
-
|
Defining and Mitigating Collusion in Multi-Agent Systems ( Poster ) > link | Jack Foxabbott 路 Sam Deverett 路 Kaspar Senft 路 Samuel Dower 路 Lewis Hammond 馃敆 |
-
|
Multiagent Simulators for Social Networks ( Poster ) > link | Aditya Surve 路 Archit Rathod 路 Mokshit Surana 路 Gautam Malpani 路 Aneesh Shamraj 路 SAINATH SANKEPALLY 路 Raghav Jain 路 Swapneel Mehta 馃敆 |
-
|
Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning ( Poster ) > link | Matthias Gerstgrasser 路 David Parkes 馃敆 |
-
|
Dynamics Model Based Adversarial Training For Competitive Reinforcement Learning ( Poster ) > link | Xuan Chen 路 Guanhong Tao 路 Xiangyu Zhang 馃敆 |
-
|
Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies ( Poster ) > link | Xiangyu Liu 路 Chenghao Deng 路 Yanchao Sun 路 Yongyuan Liang 路 Furong Huang 馃敆 |
-
|
Generation of Games for Opponent Model Differentiation ( Poster ) > link | David Milec 路 Viliam Lisy 路 Christopher Kiekintveld 馃敆 |
-
|
Language Agents as Hackers: Evaluating Cybersecurity Skills with Capture the Flag ( Poster ) > link | John Yang 路 Akshara Prabhakar 路 Shunyu Yao 路 Kexin Pei 路 Karthik Narasimhan 馃敆 |
-
|
Second-order Jailbreaks: Generative Agents Successfully Manipulate Through an Intermediary ( Poster ) > link | Mikhail Terekhov 路 Romain Graux 路 Eduardo Neville 路 Denis Rosset 路 Gabin Kolly 馃敆 |
-
|
RAVE: Enabling safety verification for realistic deep reinforcement learning systems ( Poster ) > link | Wenbo Guo 路 Taesung Lee 路 Kevin Eykholt 路 Jiyong Jang 馃敆 |
-
|
Cooperative AI via Decentralized Commitment Devices ( Poster ) > link | Xyn Sun 路 Davide Crapis 路 Matt Stephenson 路 Jonathan Passerat-Palmbach 馃敆 |
-
|
Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach ( Poster ) > link | Xiaolin Sun 路 Zizhan Zheng 馃敆 |
-
|
Assessing Risks of Using Autonomous Language Models in Military and Diplomatic Planning ( Poster ) > link | Gabe Mukobi 路 Ann-Katrin Reuel 路 Juan-Pablo Rivera 路 Chandler Smith 馃敆 |
-
|
Stackelberg Games with Side Information ( Poster ) > link | Keegan Harris 路 Steven Wu 路 Maria-Florina Balcan 馃敆 |
-
|
Safe Equilibrium ( Poster ) > link | Samuel Ganzfried 馃敆 |
-
|
Leading the Pack: N-player Opponent Shaping ( Poster ) > link | Alexandra Souly 路 Timon Willi 路 Akbir Khan 路 Robert Kirk 路 Chris Lu 路 Edward Grefenstette 路 Tim Rockt盲schel 馃敆 |
-
|
Harnessing the Power of Federated Learning in Federated Contextual Bandits ( Poster ) > link | Chengshuai Shi 路 Kun Yang 路 Ruida Zhou 路 Cong Shen 馃敆 |
-
|
Decentralized agent-based modeling ( Poster ) > link | Ayush Chopra 路 Arnau Quera-Bofarull 路 Nurullah Giray Kuru 路 Ramesh Raskar 馃敆 |
-
|
I See You! Robust Measurement of Adversarial Behavior ( Poster ) > link | Lars Ankile 路 Matheus Xavier Ferreira 路 David Parkes 馃敆 |