39 citations · 70 across the 3 of their papers we have counts for
3 papers
Deterministic Bounds in Committee Selection: Enhancing Decentralization and Scalability in Distributed Ledgers
Grigorii Melnikov, Sebastian Müller, Nikita Polyanskii +1
Consensus plays a crucial role in distributed ledger systems, impacting both scalability and decentralization. Many blockchain systems use a weighted lottery based on a scarce reso…
On adversarial patches: real-world attack on ArcFace-100 face recognition system
Mikhail Pautov, Grigorii Melnikov, Edgar Kaziakhmedov +2
Recent works showed the vulnerability of image classifiers to adversarial attacks in the digital domain. However, the majority of attacks involve adding small perturbation to an im…
Real-world adversarial attack on MTCNN face detection system
Edgar Kaziakhmedov, Klim Kireev, Grigorii Melnikov +2
Recent studies proved that deep learning approaches achieve remarkable results on face detection task. On the other hand, the advances gave rise to a new problem associated with th…