17 matches found
alibi-detect
Alibi Detect is a source-available Python library focused on outlier , adversarial and drift detection. The package aims to cover both online and offline detectors for tabular data, text, images and time series. Both TensorFlow and PyTorch backends are supported for drift detection. Documentation...
ClientInspectorV2
Introduction to ClientInspector v2 Are you in control? - or are some of your core infrastructure processes like patching, antivirus, bitlocker enablement drifting? Or would you like to do advanced inventory , where you can lookup your warranty state against Lenovo or Dell warranty, then keep...
NetRecon
NetRecon 2.5 Authorization-first network reconnaissance a...
Candidate Comparability Before Promotion: Conditional Validation in Adaptive Network Intrusion Detection
Adaptive network intrusion detection systems retrain classifiers after drift alarms, but an alarm detects change; it does not establish that a challenger should replace the deployed incumbent. Promotion is security-relevant because it changes the model responsible for subsequent attack detection,...
CVE-2026-48036
Hulumi is an open-source toolkit that ships secure-by-default cloud and platform infrastructure components for Pulumi. Prior to version 1.4.0, consumers running drift detection in CI / cron could see transient adapter failures silently cached as "all clear" — masking real attacks for up to six...
CVE-2026-48036 Hulumi: Drift classifier fails open on adapter errors and over-promotes Mixed verdicts
Hulumi is an open-source toolkit that ships secure-by-default cloud and platform infrastructure components for Pulumi. Prior to version 1.4.0, consumers running drift detection in CI / cron could see transient adapter failures silently cached as "all clear" — masking real attacks for up to six...
EUVD-2026-48726
Hulumi is an open-source toolkit that ships secure-by-default cloud and platform infrastructure components for Pulumi. Prior to version 1.4.0, consumers running drift detection in CI / cron could see transient adapter failures silently cached as "all clear" — masking real attacks for up to six...
CVE-2026-48036
Hulumi drift classifier (package @hulumi/drift)
CVE-2026-48036
Hulumi is an open-source toolkit that ships secure-by-default cloud and platform infrastructure components for Pulumi. Prior to version 1.4.0, consumers running drift detection in CI / cron could see transient adapter failures silently cached as "all clear" — masking real attacks for up to six...
CVE-2026-48036: Improper Handling of Exceptional Conditions
Hulumi is an open-source toolkit that ships secure-by-default cloud and platform infrastructure components for Pulumi. Prior to version 1.4.0, consumers running drift detection in CI / cron could see transient adapter failures silently cached as "all clear" — masking real attacks for up to six...
ai-goat-ai-vulnerability-exploits-collection
AI GOAT - AI Vulnerability & Exploits Collection ⚠️ A del...
Improper Handling Of Exceptional Conditions
@hulumi/drift is vulnerable to Improper Handling of Exceptional Conditions. The vulnerability is due to the classifier ignoring adapter execution failures and relying only on detection results, which allows transient adapter errors to mask real drift or incorrectly escalate normal activity to...
FIRCE: A Framework for Intrusion Response and Conformal Evaluation
Machine learning-based intrusion detection systems deployed in real-world environments frequently suffer from model degradation due to concept drift, where changes in traffic patterns invalidate training assumptions. To address this, we present FIRCE, a Framework for Intrusion Response and...
Detecting Concept Drift in Evolving Malware Families Using Rule-Based Classifier Representations
This work proposes a structural approach to concept drift detection in malware classification using decision tree rulesets. Classifiers are trained across temporal windows on the EMBER2024 dataset, and drift is quantified by comparing extracted rule representations using feature importance,...
IaC Inventory: A Unified View Across Code, Deployments, and Cloud
As AI applications introduce a new class of infrastructure resources, visibility into what your IaC creates, where it runs, and whether it has drifted has never been more critical...
Terraform Tutorial: Drift Detection Strategies
A fundamental challenge of architecture built using tools like Terraform is configuration drift. Check out these actionable strategies and steps you can take to detect and mitigate Terraform drift and manage any drift issues you might face...