Results 111 to 120 of about 992 (214)

Diversity-enhanced reconstruction as plug-in defenders against adversarial perturbations

Frontiers in Artificial Intelligence
Deep learning models are susceptible to adversarial examples. In large-scale deployed services, plug-in defenders efficiently defend against such attacks.
Zeshan Pang, Zeshan Pang, Xuehu Yan, Xuehu Yan, Shasha Guo, Shasha Guo, Yuliang Lu, Yuliang Lu   +7 more
doaj   +1 more source

Geopoliticization and Support for Free Trade in the European Parliament: From Rhetorical Shift to Voting Results

JCMS: Journal of Common Market Studies, EarlyView.
Abstract Strategic and security considerations have become increasingly prominent in trade policy debates, fuelling both liberal and protectionist arguments. However, the extent to which this geopoliticization influences legislative trade attitudes in the European Parliament (EP) remains underexplored.
Lorane Visart
wiley   +1 more source

Adversarial Defense Based on Denoising Convolutional Autoencoder in EEG-Based Brain–Computer Interfaces

IEEE Access
The exploration and implementation of brain-computer interfaces (BCIs) utilizing electro- encephalography (EEG) are becoming increasingly widespread. However, their safety considerations have received scant attention.
Yongting Ding, Lin Li, Qingyan Li
doaj   +1 more source

MAD: meta adversarial defense benchmark

Science China Information Sciences
Adversarial training (AT) is a prominent technique employed by deep learning models to defend against adversarial attacks, and to some extent, enhance model robustness. However, there are three main drawbacks of the existing AT-based defense methods: expensive computational cost, low generalization ability, and the dilemma between the original model ...
Peng, X., Zhou, D., Sun, G., Shi, J., Wu, L.   +4 more
openaire   +2 more sources

Public understandings of self‐defence claims by domestic abuse victim‐survivors

Journal of Law and Society, EarlyView.
Abstract This article explores public understandings of self‐defence claims in fatal and non‐fatal domestic abuse cases. The topic is of contemporary interest following the government's rejection of proposals to introduce a bespoke defence for domestic abuse victims who use force against their abusers based on the inaccurate claim that the defence of ...
VANESSA BETTINSON, NICOLA WAKE, THOMAS CROFTS   +2 more
wiley   +1 more source

Traffic adversarial example attack and defense method based on explainable artificial intelligence

Tongxin xuebao
An adversarial example attack method based on XAI was proposed for AI-based NIDS. By identifying critical perturbation features with XAI and applying targeted perturbations while preserving traffic functionality, malicious traffic was gradually altered ...
MA Bowen, GUO Yuanbo, TIAN Jiwei, MA Jun, HU Yongjin   +4 more
doaj  

Leveraging Attack Non-Transferability to Boost Adversarial Robustness for Foundation Models

Applied Sciences
This paper presents a novel adversarial defense framework that strategically exploits the non-transferability of adversarial attacks across multi-modal foundation models.
Koshiro Toishi, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama   +4 more
doaj   +1 more source

How Do SMEs Respond to Deglobalization? Insights from Italian SMEs in the Interwar Period (1936–1943)

Journal of Management Studies, EarlyView.
Abstract This study investigates how small and medium‐sized enterprises (SMEs) respond to deglobalization and economic nationalism, using historical evidence from fascist Italy, a period of autarky and restricted international trade. While prior research has focused primarily on larger firms, especially multinational enterprises (MNEs), the strategic ...
Valeria Giacomin, Francesco Romagnoli
wiley   +1 more source

Research on adversarial attacks and defense performance of image classification models for automated driving systems

机车电传动
Image classification models have been widely applied to facilitate functions such as autonomous perception and positioning for automated driving in many transportation systems, including automobiles, autonomous rail and urban rail transit systems ...
TANG Jun, HUANG Wenjing, LI Shuang, WU Zili   +3 more
doaj  

Disentangling the Leadership Theory Jungle: A Reconciliation of Bright and Dark Side Leadership Theories

Journal of Management Studies, EarlyView.
Abstract The literature on the relationship between leader behaviours and effectiveness is a jungle of complementary yet often conflicting leadership theories that perplexes researchers and practitioners alike, as indicated by various theories of bright and dark side leadership (i.e., leader behaviours reflecting widely considered positive and negative
Jianyun Tang, Mary Crossan
wiley   +1 more source