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…memory writer, network client, and permission gate, has remained an unexamined safety boundary. To our knowledge, no prior work has examined the agent's source tree to audit these components for implementation-level security weaknesses. We present CLAWAUDIT, a static… ▽ More Local LLM agents such a…
…that denominator is often reconstructed from publisher portals, bibliographic indices, and scholarly application programming interfaces (APIs) whose coverage, formats, and query semantics change over time. This paper presents TopVenues, an open-source system that materializes corpus construction as…
…vulnerability, but three gaps limit actionable insight: (i) few \emph{score-based black-box} attacks \emph{jointly} optimize patch \emph{location, texture, and size} under tight query budgets; (ii) success is rarely tied to the patch's \emph{visual footprint}; and (iii) evaluations often conflate E…
…agents do not simply need longer contexts; they need decision-relevant evidence at the moment of action. We study decision-aware context selection: ranking retrieved files, tests, traces, rules, and memories by their expected effect on an agent's next action rather than by semantic similarity alone…
Concept bottleneck models (CBMs) predict a layer of human-named attributes before predicting a class, which makes their decisions auditable. On fine-grained recognition tasks the concept heads are usually free to attend anywhere in the image, so a head named for one body region can be satisfied by e…
…solutions while exhibiting incorrect sensitivities, distorted frequency response, spurious mode coupling, or unstable tangent behavior. We introduce a Jacobian-based spectral audit for in-context operator learning. For a fixed prompt, we differentiate the network output with respect to the… ▽ More …
…unreliable. We propose SliceScorer, a deterministic scoring rule for missing-slice recommendation that combines (i) an exposure-based coverage prior to prioritize rare, under-tested regions, and (ii) a neighbor-failure prior that propagates risk from similar… ▽ More Driving vision-language models (…
…We formalize this phenomenon through an occupancy-measure analogue of Rashomon capacity: the metric entropy of the near-optimal occupancy region, computed relative to an audited deployment class. Because occupancy measures identify behavior only up to occupancy equivalence, we formulate… ▽ More Whe…
A F. Declassified in Part - Sanitized Copy Approved for Release 2013/08/28: CIA-RDP90M01364R000800380003-6 ? 11 Mr ADMINIS 4 N' u' AL USE ONLY I MA zeatsUN F OFFICE OF PERSONNEL ? STRATEGIC PLAN for AUTOMATION JUNE 1988 ADM1NIS AL USE ONLY MIA oik iz/w ? ? Declassified in Part - Sanitized Copy Appro…
Declassified in Part - Sanitized Copy Approved for Release 2012/08/21 :CIA-RDP95-009728000100100014-5 --- ---- - az,q~G 1984 ,~ 5 July 1984 STAT MEMORANDUM FOR THE RECORD Computer/Systems Ana yst- rogrammer, IAB SUBJECT: Production Version of the RECON Guard 1. The RECON Guard project began in 1981 …
Declassified and Approved For Release 2012/06/05: CIA-RDP88-00218R000300180001-4 FBIS MODERNIZATION REQUIREMENTS DOC. NO.: SDS-002 30 May 1984 Revised version submitted 15 August 1984 by Xerox Special Information Systems Declassified and Approved For Release 2012/06/05: CIA-RDP88-00218R000300180001-…
Declassified and Approved For Release 2012/01/19: CIA-RDP95-00972R000100120008-0 it Report to Consolidated SAFE Project Office July 1984 AL Arthur D. Little, Inc. 16 JUL. 1984 Declassified and Approved For Release 2012/01/19: CIA-RDP95-00972R000100120008-0 Declassified and Approved For Release 2012/…
Declassified in Part- Sanitized Copy Approved forRelease2012/08/15 : CIA-RDP95-00972R000100090001-1 UNCLASSIFIED 2 4 JUL 1984 STAT STAT STAT ORD-0713-84 14 June 1984 MEMORANDUM FOR: Distribution FROM SUBJECT REFERENCES RECON/Guard Program Manager Information Systems Research Division Processing and …
Declassified in Part - Sanitized Copy Approved for Release 2012/12/14: CIA-RDP95-00972R000100090010-1 ATTACHMENT A UNCLASSIFIED RECON Guard Phased Delivery (13 March 1984) UNCLASSIFIED iha Declassified in Part - Sanitized Copy Approved for Release 2012/12/14: CIA-RDP95-00972R000100090010-1 Declassif…
Declassified in Part - Sanitized Copy Approved for Release 2013/04/15: CIA-RDP89B01354R000200320015-9 Computer Security Subcommittee of the United.States Intelligence Board Security Committee Guidance for the Security Analysis, Test and Evaluation of Resource-Sharing Computer Systems I. PURPOSE: To …
Declassified and Approved For Release 2012/12/14: CIA-RDP95-00972R000100020001-8 %V ana OFFICE OF RESEARCH AND DEVELOPMENT FY84 PROGRAM IN SUPPORT OF OFFICE OF DATA PROCESSING Srfriff Declassified and Approved For Release 2012/12/14: CIA-RDP95-00972R000100020001-8 l32rx. lqk3 SrxFile:1640 443 ttRLI …
Purpose and Aim: In COVID 19 pandemic, it was essential to document the functioning of the institutional ethics committee (IEC), how the organization adapted and faced challenges posed, thus forming the rationale behind this particular audit. The objectives were to assess the impact of the pandemic …
Abstract Aims The diagnosis of heart failure (HF) is an important problem in primary care. We previously demonstrated a 74% increase in registered HF diagnoses in primary care electronic health records (EHRs) following an extended audit procedure. What remains unclear is the accuracy of registered H…
Abstract Background Genomic data have been collected by different institutions and companies and need to be shared for broader use. In a cross-site genomic data sharing system, a secure and transparent access control audit module plays an essential role in ensuring the accountability. A centralized …
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The purpose of this study is to analyze the influence of Auditor Switching and Audit Opinions oni Audit Report Lag. The data in this study uses secondary data in the form of an audited annual Financial Statement from banking companies listed on the Indonesia Stock Exchange in 2019-2021 by taking dat…
This study investigates whether high-quality auditing enhances transparency in financial reporting among listed firms in Nigeria, covering 148 firms over the period 2011–2025. Drawing on agency theory, signaling theory, and stakeholder theory, the paper examines the relationship between audit …
Electric power audits require practitioners to describe an audit issue and justify the final opinion by citing an appropriate referenced provision. In practice, the referenced provision should be retrieved from an authoritative provision corpus rather than generated, because correctness and traceabi…
The dynamic environment of medicine, particularly in settings such as the Emergency Department, challenges physicians with an influx of patient data and the need for swift diagnosis and treatment under high-pressure conditions. Numerous AI models have been developed for medical applications, yet the…
BACKGROUND: With the introduction of data protection regulations, the need for innovative privacy-preserving approaches to process and analyse sensitive data has become apparent. One approach is the Personal Health Train (PHT) that brings analysis code to the data and conducts the data processing at…
Artificial intelligence (AI) has shown promise in supporting clinical decision making, yet adoption in healthcare remains limited by concerns regarding transparency, verifiability, and accountability of AI-generated recommendations. In particular, generative and data-driven CDS systems often provide…
<b>Introduction.</b> Sepsis is a major contributor to the global burden of disease. Its effective treatment is time-critical and relies on timely access to significant blood culture (BC) results.<b>Hypothesis/gap statement.</b> The value of BC results to the requesting service is reduced by delays i…
Large language model (LLM) systems are increasingly used to summarize clinical guidelines, draft patient-facing education, and answer evidence-linked clinical or public health questions. We define citation veneer as an observable audit state in which an output presents citation cues or apparently su…
Automating tax calculations and optimisation is challenging because modern AI systems such as large language models operate probabilistically, while legal and financial reasoning requires deterministic compliance with statutory rules. This research presents a new approach to automate taxes in India …
Background Rare cancers account for approximately 25-30% of cancer diagnoses in the United States, yet precision-oncology infrastructure has been built primarily for common tumor types. Soft tissue sarcomas exemplify this national gap: over 50 histological subtypes affect approximately 13,000 Americ…
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