Eric Jahns

According to our database, Eric Jahns authored at least 11 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Towards Deep Encrypted Training: Low-Latency, Memory-Efficient, and High-Throughput Inference for Privacy-Preserving Neural Networks.

Nges Brian Njungle, Eric Jahns, Michel A. Kinsy

CoRR, April, 2026

SentinelTouch: A Lightweight Privacy-Preserving Biometric-Fingerprinting Authentication and Identification System Based on Neural Networks and Homomorphic Encryption.

Nges Brian Njungle, Eric Jahns, Mishel Jyothis Paul, Michel A. Kinsy

Proc. Priv. Enhancing Technol., 2026

2025

Prismo: A Decision Support System for Privacy-Preserving ML Framework Selection.

Nges Brian Njungle, Eric Jahns, Luigi Mastromauro, Edwin Kayang, Milan Stojkov, Michel A. Kinsy

CoRR, October, 2025

Learning Neuron Dynamics within Deep Spiking Neural Networks.

Eric Jahns, Davi Moreno, Michel A. Kinsy

CoRR, October, 2025

Discretized Quadratic Integrate-and-Fire Neuron Model for Deep Spiking Neural Networks.

Eric Jahns, Davi Moreno, Milan Stojkov, Michel A. Kinsy

CoRR, October, 2025

FHEON: A Configurable Framework for Developing Privacy-Preserving Neural Networks Using Homomorphic Encryption.

Nges Brian Njungle, Eric Jahns, Michel A. Kinsy

CoRR, October, 2025

PrivSpike: Employing Homomorphic Encryption for Private Inference of Deep Spiking Neural Networks.

Nges Brian Njungle, Eric Jahns, Milan Stojkov, Michel A. Kinsy

CoRR, October, 2025

GuardianML: Anatomy of Privacy-Preserving Machine Learning Techniques and Frameworks.

Nges Brian Njungle, Eric Jahns, Zhenqi Wu, Luigi Mastromauro, Milan Stojkov, Michel A. Kinsy

IEEE Access, 2025

Privacy-Preserving Deep Learning: A Survey on Theoretical Foundations, Software Frameworks, and Hardware Accelerators.

Eric Jahns, Milan Stojkov, Michel A. Kinsy

IEEE Access, 2025

R-Visor: An Extensible Dynamic Binary Instrumentation and Analysis Framework for Open Instruction Set Architectures.

Edwin Kayang, Mishel Jyothis Paul, Eric Jahns, Muslum Ozgur Ozmen, Milan Stojkov, Kevin Rudd, Michel A. Kinsy

Proceedings of the 26th ACM SIGPLAN/SIGBED International Conference on Languages, 2025

AQUILA: A Flexible Architecture Guideline for Building Custom Distributed Systems Testbeds.

Luigi Mastromauro, Edwin Kayang, Mishel Jyothis Paul, Eric Jahns, Muslum Ozgur Ozmen, Michel A. Kinsy

Proceedings of the 23rd IEEE International Conference on Embedded and Ubiquitous Computing, 2025