About
I am a Computer Science PhD student at Northeastern University, Boston. I'm interested in computer security with a focus on adversarial machine learning and distributed & decentralized systems.
I am a member of the NDS2 Lab and I am fortunate to be under the joint supervision of Alina Oprea and Cristina Nita-Rotaru.
Before my PhD studies, I was an undergraduate student at the Athens University of Economics and Business, where I was a member of the MMlab. I was mentored and worked under the supervision of George C. Polyzos.
Previously, I have also been a research intern working with Yigitcan Kaya at the University of Maryland, College Park under the supervision of Tudor Dumitraș.
News
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July 2024
Our paper; "Backdoor Attacks in Peer-to-Peer Federated Learning" was published in the ACM Transactions on Privacy and Security (TOPS) journal. -
March 2024
I will be attending the New England Security Day 2024 at UConn, CT. Come say hi! -
Jul 2023
I successfully completed my undergraduate studies at the Athens University of Economics and Business.
Education
- Ph.D. in Computer Science, Northeastern University, present
- B.Sc. in Computer Science, Athens University of Economics and Business, 2023
Research
I work on Security focusing on Distributed & Decentralized Systems and Systems for Machine Learning. My research aims to explore the intersection of these fields, with a focus on building secure, decentralized systems that can effectively handle and protect sensitive data, while also enabling the use of advanced machine learning techniques. I am particularly interested in the design and implementation of secure communication protocols, access control mechanisms, and privacy-preserving techniques in decentralized systems.
Publications
- G. Syros, G. Yar, S. Boboila, C. Nita-Rotaru, A. Oprea "Backdoor Attacks in Peer-to-Peer Federated Learning", ACM Transactions on Privacy and Security (TOPS), August 2024 [PDF]
- C. Karapapas, G. Syros, I. Pittaras, G. C. Polyzos, "Decentralized NFT-based Evolvable Games", Proc. 4th Conference on Blockchain Research and Applications for Innovative Networks and Services (BRAINS), Paris, France, September 2022 [PDF]
Projects
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Georgios Syros, Anastasios Toumazatos, Fotios Bistas Jun 2023
CookMate; developing an enhanced microwave interface with accessibility features [PDF] [GitHub] -
Georgios Syros, Fotios Bistas, Anastasios Toumazatos, Jun 2023
Strabo.io; a real time NLP-backed Greeklish-to-Greek translation keyboard for Android [GitHub] -
Georgios Syros, Anastasios Toumazatos, Fotios Bistas Feb 2023
TCP throughput over LANs and the Internet [PDF] [GitHub1] [GitHub2] -
Fotios Bistas, Georgios Syros, Anastasios Toumazatos Jan 2023
Vζoom; developing a fast, lightweight video calling web app [GitHub] -
Georgios Syros, Anastasios Toumazatos, Nikos Christodoulou, Evgenios Gkritsis Jun 2022
Simplegram; A simple Pub/Sub distributed messenger app [GitHub1] [GitHub2] -
Georgios Syros & Anastasios Toumazatos, Evgenios Gkritsis Jun 2022
Machine Learning Algorithms over IMDB's Review database [GitHub] -
Georgios Syros Apr 2020
ArachovaWeather - Weather in Arachova [] -
Georgios Syros Nov 2017
C-Calc - Pocket biochemistry calculator [] -
Georgios Syros, Efthymios Syros Nov 2017
MathsTests - Math quizes []
Contact
office: 5th floor, 177 Huntington Ave, Boston, MA 02115
email: syros.g at northeastern.edu