Results 81 to 90 of about 4,629 (163)

Adversarial Defense without <i>Adversarial Defense</i>: Enhancing Language Model Robustness via Instance-level Principal Component Removal. [PDF]

Trans Assoc Comput Linguist
Wang Y, Xiao C, Li Y, Middleton SE, Moubayed NA, Lin C.   +5 more
europepmc   +1 more source

Random heterogeneous spiking neural network for adversarial defense. [PDF]

iScience
Wang J, Zhao D, Du C, He X, Zhang Q, Zeng Y.   +5 more
europepmc   +1 more source

An Integrated and Robust Vision System for Internal and External Thread Defect Detection with Adversarial Defense. [PDF]

Sensors (Basel)
Fu L, Li L, Zhang G, Jiang Z.
europepmc   +1 more source

Enhancing Adversarial Defense via Brain Activity Integration Without Adversarial Examples. [PDF]

Sensors (Basel)
Nakajima T, Maeda K, Togo R, Ogawa T, Haseyama M.   +4 more
europepmc   +1 more source

ADS Guard: A Generalizable Defense Framework for Adversarially Robust Occupancy Detection in Smart Buildings. [PDF]

Sensors (Basel)
Chaudhari P, Xiao Y, Sun W.
europepmc   +1 more source

Adversarial Machine Learning in Industrial IoT: A Systematic Review of Attack Realism, Defense Trade-Offs, and Deployment Gaps. [PDF]

Sensors (Basel)
Alsaidlani A, Rashid M, Aljabri M.
europepmc   +1 more source

AEGIS: A Semantic GAN and Evidential Learning Framework for Robust Adversarial Detection in Vision Sensors. [PDF]

Sensors (Basel)
Boughdiri M, Msahli M, Bifet A.
europepmc   +1 more source

CASCADENCE: a layered cascade defense mechanism for federated learning. [PDF]

Sci Rep
Hashmi SW, Shukla RM, Bhunia S.
europepmc   +1 more source

Residual-guided hybrid framework for adversarially robust deep learning-based network intrusion detection. [PDF]

PLoS One
Saha S, Pervaiz MA, Rahman MS, Ahmmed S, Maua J.   +4 more
europepmc   +1 more source

Automated adversarial red-teaming for evaluating robustness in LLM-based recommender systems. [PDF]

Discov Artif Intell
Shehmir S, Kashef R.
europepmc   +1 more source