Nges Brian Njungle

11 papers A 2C 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 C conf
A Safety-Centric Analysis and Benchmarks of Modern Open-Source Homomorphic Encryption Libraries.
SECRYPT
Nges Brian Njungle, Milan Stojkov, Michel A. Kinsy
2025 — conf
Activate Me!: Designing Efficient Activation Functions for Privacy-Preserving Machine Learning with Fully Homomorphic Encryption.
AFRICACRYPT
Nges Brian Njungle, Michel A. Kinsy
2025 J jnl
Activate Me!: Designing Efficient Activation Functions for Privacy-Preserving Machine Learning with Fully Homomorphic Encryption.
CoRR
Nges Brian Njungle, Michel A. Kinsy
2025 J jnl
FHEON: A Configurable Framework for Developing Privacy-Preserving Neural Networks Using Homomorphic Encryption.
CoRR
Nges Brian Njungle, Eric Jahns, Michel A. Kinsy
2025 A conf
Gotta Hash 'Em All! Accelerating Hash Functions for Zero-Knowledge Proof Applications.
ICCAD
Nojan Sheybani, Tengkai Gong, Anees Ahmed, Nges Brian Njungle, Michel A. Kinsy, Farinaz Koushanfar
2025 J jnl
Gotta Hash 'Em All! Speeding Up Hash Functions for Zero-Knowledge Proof Applications.
CoRR
Nojan Sheybani, Tengkai Gong, Anees Ahmed, Nges Brian Njungle, Michel A. Kinsy, Farinaz Koushanfar
2025 J jnl
GuardianML: Anatomy of Privacy-Preserving Machine Learning Techniques and Frameworks.
IEEE Access
Nges Brian Njungle, Eric Jahns, Zhenqi Wu, Luigi Mastromauro, Milan Stojkov, Michel A. Kinsy
2025 J jnl
Prismo: A Decision Support System for Privacy-Preserving ML Framework Selection.
CoRR
Nges Brian Njungle, Eric Jahns, Luigi Mastromauro, Edwin Kayang, Milan Stojkov, Michel A. Kinsy
2025 J jnl
PrivSpike: Employing Homomorphic Encryption for Private Inference of Deep Spiking Neural Networks.
CoRR
Nges Brian Njungle, Eric Jahns, Milan Stojkov, Michel A. Kinsy
2024 A conf
AMAZE: Accelerated MiMC Hardware Architecture for Zero-Knowledge Applications on the Edge.
ICCAD
Anees Ahmed, Nojan Sheybani, Davi Moreno, Nges Brian Njungle, Tengkai Gong, Michel A. Kinsy, Farinaz Koushanfar
2024 J jnl
AMAZE: Accelerated MiMC Hardware Architecture for Zero-Knowledge Applications on the Edge.
CoRR
Anees Ahmed, Nojan Sheybani, Davi Moreno, Nges Brian Njungle, Tengkai Gong, Michel A. Kinsy, Farinaz Koushanfar