Results 151 to 160 of about 804,833 (294)

Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks

Backdoor attacks and adversarial attacks are two major security threats to deep neural networks (DNNs), with the former one is a training-time data poisoning attack that aims to implant backdoor triggers into models by injecting trigger patterns into ...
Wang, Weijian, Yin, Jia-Li, , Lyhwa, Liu, Ximeng, Lin, Wei   +4 more
core   +1 more source

Western Balkans as the Frontline of Russian Hybrid Warfare

Global Policy, EarlyView.
ABSTRACT Hybrid warfare (HW) scholarship acknowledges the phenomenon's contextual and temporal specificity, yet its dominant conceptual framing has generated a literature largely centred on identifying and categorising hybrid activities. This focus has left the contextual vulnerabilities that enable hybrid threats (HTs) and shape an adversary's ...
Vesna Bojicic‐Dzelilovic
wiley   +1 more source

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

The law of AI knowledge distillation

American Business Law Journal, EarlyView.
Abstract Knowledge distillation—the practice of training a compact student model on the outputs of a larger teacher model—has emerged as the fastest‐growing technique for replicating and disseminating frontier artificial intelligence (AI) capabilities.
Taorui Guan
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  

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

Of hired guns and ideologues: Why would a law firm ever retain an honest expert witness?

Canadian Journal of Economics/Revue canadienne d'économique, EarlyView.
Abstract Suppose that expert witnesses appearing in litigation are, generically, either honest in their assessment of a fact situation or are advocates who testify in favour of their retaining party, regardless of new information. The type of a witness is known to law firms, who engage with them repeatedly, but not to courts.
Martin Richardson, Jose Rodrigues‐Neto
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  

Family‐Led Decision‐Making Meetings as an Alternative to Initial Child Protection Conferences: Findings From a Realist Evaluation of the Safeguarding Family Group Conferencing Pilot in England

Child &Family Social Work, EarlyView.
ABSTRACT Safeguarding Family Group Conferencing (FGC) is a family‐led decision‐making process offered to some families in England as an alternative to an Initial Child Protection Conference when Children's Services have safeguarding concerns. A realist evaluation was conducted within three local authorities piloting this approach to build understanding
Bekkah Bernheim, Jennie Hayes, Alankrita Singh, Katrina Wyatt, Donald Forrester, Lorna Stabler   +5 more
wiley   +1 more source

Between Care and Control: Age Assessments and the Regulation of Unaccompanied and Asylum‐Seeking Children

Child &Family Social Work, EarlyView.
ABSTRACT This article offers a critical conceptual review of age assessments in England and examines their implications for unaccompanied asylum‐seeking children (UASC). Drawing on Foucault's theories of biopower and governmentality, age assessments are conceptualied as technologies of control that set the parameters for who is deemed ‘deserving’ of ...
Ama‐Rose Greaves
wiley   +1 more source