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Pentagon defends banning reporters from press office by turning it into a classified room: ‘Journalists no longer permitted’
Pentagon defends banning reporters from press office by turning it into a classified room: ‘Journalists no longer permitted’ The Trump administration said the switch-up was due to Pentagon speechwriters needing to ‘routinely handle classified material’ - Bookmark - CommentsGo to comments The Pentagon has defended banning reporters from its press office by turning it into a classified room. In the Trump administration’s latest move to hinder the media’s access to the Defense Department, the...
Ex-Trump adviser Bolton to plead guilty in classified documents case, faces US$2.25 million fine
Ex-Trump adviser Bolton to plead guilty in classified documents case, faces US$2.25 million fine WASHINGTON: John Bolton, a prominent critic of US President Donald Trump who once served as his national security adviser, plans to plead guilty to mishandling classified documents and will pay a US$2.25 million fine as part of a deal with federal prosecutors, three sources said on Thursday (Jun 4). Bolton will plead guilty to one count of retaining classified information based on diary entries...
Conformal C2ST: Turning weak classifiers into strong two-sample tests
Announce Type: replace-cross Abstract: The two-sample testing problem, a fundamental task in statistics and machine learning, seeks to determine whether two sets of samples, drawn from underlying distributions $p$ and $q$, are in fact identically distributed (i.e. whether $p=q$). A popular and intuitive approach is the classifier two-sample test (C2ST), where a classifier is trained to distinguish between samples from $p$ and $q$. Yet despite simplicity of the C2ST, its reliability hinges on...
Ex-Trump adviser John Bolton to admit retaining classified documents, US media reports
Ex-Trump adviser John Bolton to plead guilty to retaining classified information, sources say Fri 5 Jun 2026 at 2:18am In short: Former Trump national security adviser John Bolton has reached a deal with the US Justice Department to plead guilty to a single count of retaining classified information, US media is reporting. Mr Bolton, who served for a year in Donald Trump's first administration before being fired, is now a prominent critic of the president. The deal means Mr Bolton could avoid...
Back to the Feature: Explaining Video Classifiers with Video Counterfactual Explanations
arXiv:2511.20295v2 Announce Type: replace Abstract: Counterfactual explanations (CFEs) are minimal and semantically meaningful modifications of the input of a model that alter the model predictions. They highlight the decisive features the model relies on, providing contrastive interpretations for classifiers. State-of-the-art visual counterfactual explanation methods have primarily focused on interpreting image classifiers, leaving the domain of video models relatively underexplored.
Trump foe John Bolton to plead guilty in classified information case
Trump foe John Bolton to plead guilty in classified information case The plea deal means the ex-US national security adviser could avoid prison time, though he would still face a US$2.25 million fine Former Trump administration national security adviser John Bolton has agreed to plead guilty to a single count of retaining classified information under a deal with the US Justice Department that could allow him to avoid prison time, a person familiar with the matter said on Thursday. The deal...
Pentagon bans journalists from press office, citing classified material
The Pentagon has barred journalists from entering its press office after redesignating the space as a Sensitive Compartmented Information Facility (SCIF), a secure area used for handling classified information. Acting Pentagon press secretary Jose Valdez said the change was necessary because the facility is now shared with speechwriters from the office that the administration refers to as the "War Department". According to Valdez, these speechwriters routinely work with classified material,...
Beyond Ground Truth in K-Complex Detection: A Waveform-Based SVM Classifier and the Limits of Expert Agreement
Objective: K-complexes (KCs) are large-amplitude EEG events that represent N2 sleep stage and have been linked to sensory gating, sleep protection, and memory consolidation. Their detection remains limited by inter-rater variability in visual scoring and by the reliance of detectors on features that discard temporal information. We propose a two-stage detector that combines a rule-based candidate localization algorithm with a Support Vector Machine (SVM) classifier operating directly on the...
Enhancing Malware Detection with Generative AI: Using Variational Autoencoders to Boost Machine Learning Classifiers' Performance
arXiv:2606.06501v1 Announce Type: new Abstract: The advancement of malware poses obstacles for cybersecurity, necessitating the development of advanced detection techniques. This paper proposes an approach to enhance malware detection through the use of a generative artificial intelligence model. Specifically, variational autoencoders (VAEs) are used with the random forest, XGBoost and sequential model machine learning classifiers.
Ex- Trump NSA John Bolton to plead guilty over retaining classified documents: Report
John Bolton, US President Donald Trump's national security adviser, during his 1st term, and later one of his most prominent critics, is expected to plead guilty to mishandling classified documents, according to three CNN sources familiar with the matter. Bolton plans to plead guilty to one felony count of illegally retaining sensitive national security documents and has agreed to pay a fine exceeding $2 million, one of the sources said. According to federal sentencing guidelines, a...