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01FatimahEmadEldin /agent-intrusion-escalation-forensics Both Sides Detected It, Neither Escalated: Concurrency and Escalation Failure in the July 2026 Autonomous Agent Intrusion This repository contains the corpus, ingestion pipeline and report for a forensic reconstruction of the July 2026 autonomous agent intrusion, submitted to the Apart Research & CeSIA AI Incident Response Sprint, Track 2 (Forensics and Forecasting). By: Fatimah Mohamed Emad Elden Trouve Labs Detection was not the binding… See the full description on the dataset page: https://huggingface.co/datasets/FatimahEmadEldin/agent-intrusion-escalation-forensics.documentn<1K0 likes160 downloads11d agoHugging Face02ClarusC64 /clinical-vital-sign-escalation-response-coherence-risk-v0.1What this repo is for Detect when vital signs deteriorate but escalation and response fail Common breaks high NEWS not escalated doctor notified late review done but no action action taken too late Used for deterioration detection ward safety ICU outreach rapid response auditing texttext-classificationn<1K0 likes25 downloads7mo agoHugging Face03ClarusC64 /clinical-deterioration-escalation-response-coherence-risk-v0.1What this repo is for Detect when deterioration signals fire but escalation and response do not track them Common breaks NEWS2 high but nobody calls team arrives late team arrives but no intervention starts intervention delayed after arrival Examples you can use sepsis screen positive but antibiotics late hypotension triggers outreach but fluids delayed high NEWS2 overnight with no review You use it to flag avoidable harm risk ICU transfer delay risk texttext-classificationn<1K0 likes22 downloads7mo agoHugging Face04ClarusC64 /clinical-observation-chart-escalation-response-coherence-risk-v0.1What this repo is for Detect when observation charts show deterioration but escalation and review do not match Common breaks obs missed during high risk period NEWS trigger not escalated escalated but no review review late review done but no action plan recorded Examples NEWS 9 with no doctor call post-op patient triggering with review hours late night shift missed obs leading to arrest You use it to flag deterioration miss risk late ICU transfer risk tabulartext-classificationn<1K0 likes20 downloads7mo agoHugging Face05ClarusC64 /clinical-temporal-5node-pressure-buf-lag-cpl-safety-escalation-reg-hold-v0.1 What this repo does This dataset tests whether a model can detect a safety signal escalation forming over time and predict whether the program crosses into regulatory hold lock-in by the final step. Core quad pressurebufferlagcoupling Prediction target label_cascade_state Row structure One row represents a short temporal window (t0–t3) across program months. It includes time-series values for safety pressure, pharmacovigilance buffer, governance… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-temporal-5node-pressure-buf-lag-cpl-safety-escalation-reg-hold-v0.1.tabulartext-classificationn<1K0 likes20 downloads7mo agoHugging Face06ClarusC64 /ai-autonomy-escalation-coherence-risk-v0.1What this repo is for Detect when an AI system escalates autonomy beyond its permitted scope. Core failure modes: acting without approval executing irreversible actions expanding task scope ignoring permission boundaries This dataset is central for agent governance and deployment safety. texttext-classificationn<1K0 likes19 downloads7mo agoHugging Face07ClarusC64 /clinical-transfer-escalation-bed-availability-coherence-risk-v0.1What this repo is for Detect when escalation need and bed or transfer capacity fall out of alignment before ward deterioration and preventable ICU delays. texttext-classificationn<1K0 likes19 downloads7mo agoHugging Face08ClarusC64 /clinical-lactate-escalation-coherence-risk-v0.1What this repo is for Detect when lactate trend signals and escalation decisions fall out of alignment before avoidable ICU transfers shock or preventable deterioration. texttext-classificationn<1K0 likes18 downloads7mo agoHugging Face09ClarusC64 /clinical-escalation-trigger-senior-review-coherence-risk-v0.1What this repo is for This dataset tests whether a model can detect coupling failures between deterioration triggers and timely senior clinical review. It measures alignment between trigger activation and senior review completion within target time. It predicts missed deterioration avoidable ICU transfers cardiac arrest risk windows governance failures when plans are not documented. You use it to flag ward safety risk rapid response pathway integrity shift staffing risk texttext-classificationn<1K0 likes18 downloads7mo agoHugging Face10ClarusC64 /clinical-escalation-discipline-v0.1 What this dataset does This dataset tests whether a model can decide when a patient should be escalated rather than simply monitored. The task is not to identify the sickest patient by a single score. The task is to decide whether the current pattern requires escalation. Core stability idea Escalation depends on more than visible severity. A patient with a moderate score may need escalation if the trajectory is worsening and treatment response is poor. A patient with a… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-escalation-discipline-v0.1.tabulartext-classificationn<1K0 likes18 downloads4mo agoHugging Face11ClarusC64 /escalation-discipline-classification-v0.1 What this dataset does This dataset tests whether a model can detect escalation discipline. The task is simple: Given a scenario and an escalation-discipline claim, predict whether the claim is supported. Core stability idea Escalation is neither inherently good nor bad. Escalation discipline means escalating: when thresholds are crossed when local controls fail when authority limits are reached when risk exceeds containment capacity Poor escalation occurs when systems… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/escalation-discipline-classification-v0.1.texttext-classificationn<1K0 likes17 downloads4mo agoHugging Face12ClarusC64 /clinical-sepsis-screening-antibiotic-escalation-coherence-risk-v0.1What this repo is for Detect when sepsis signals and screening plus antibiotic escalation fall out of alignment before delayed treatment and avoidable deterioration. texttext-classificationn<1K0 likes16 downloads7mo agoHugging Face13ClarusC64 /clinical-escalation-discipline-v0.2 What this dataset does This dataset tests whether a model can decide when a patient should be escalated rather than monitored. The task is not to identify the sickest-looking patient. The task is to determine whether the current pattern requires escalation. What changed in v0.2 v0.2 adds adversarial cases where the same NEWS score can have different labels. Some high-score patients are improving and should be monitored. Some moderate or low-score patients are… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-escalation-discipline-v0.2.tabulartext-classificationn<1K0 likes16 downloads4mo agoHugging Face14ClarusC64 /healthcare-escalation-deterioration-response-coherence-risk-v0.1What this repo is for Detect failure-to-rescue risk before serious harm. Tracks alignment between early warning triggers, staff recognition, escalation calls, and timely intervention. Helps hospitals prevent unrecognised deterioration and delayed response events. texttext-classificationn<1K0 likes15 downloads7mo agoHugging Face15ClarusC64 /clinical-deterioration-vitals-escalation-coherence-risk-v0.1What this repo is for Detect when vital signs show deterioration but escalation does not happen or happens too late before ICU transfer cardiac arrest or avoidable harm. texttext-classificationn<1K0 likes15 downloads7mo agoHugging Face16ClarusC64 /clinical-escalation-threshold-response-coherence-risk-v0.1What this repo is for Detect when a trigger threshold is crossed but escalation or response does not happen Examples you can use NEWS2 high but no senior review critical lactate but no sepsis bundle critical hypotension but no fluids review You use it to flag deterioration response failure risk texttext-classificationn<1K0 likes15 downloads7mo agoHugging Face17ClarusC64 /clinical-quad-dose-escalation-early-ae-pk-exposure-mtd-misidentification-v0.1Clinical Quad Dose Escalation Early Safety PK MTD Misidentification v0.1 Each row is a subject snapshot during dose escalation. Core quad Dose escalation stepEarly safety signalPK exposureMTD decision threshold Target label_mtd_misid_risk_next_14d Files data/train.csvdata/tester.csvscorer.py Evaluation Run model on data/tester.csvReturn predictions row alignedScore with scorer.py License MIT tabulartext-classificationn<1K0 likes15 downloads7mo agoHugging Face18TianfuXinqu /filesystem_playwright_with_chunk_huggingface_4048_escalations_taf545textn<1K0 likes15 downloads1mo agoHugging Face19ClarusC64 /clinical-escalation-criteria-response-coherence-risk-v0.1What this repo is for Detect when escalation criteria are met but the system fails to escalate or escalates late or escalates to the wrong place before avoidable deterioration and cardiac arrests texttext-classificationn<1K0 likes11 downloads7mo agoHugging Face20ClarusC64 /clinical-observation-escalation-response-coherence-risk-v0.1What this repo is for Detect when abnormal vital signs do not trigger timely escalation and response Examples you can use NEWS2 high score but no review hypoxia recorded but no oxygen escalation tachycardia trend ignored You use it to flag deterioration risk before arrest or ICU transfer texttext-classificationn<1K0 likes11 downloads7mo agoHugging Face21Tekhnika /customer-escalation-handling-and-resolution-quality-free Customer Escalation Handling And Resolution Quality Free sample for AI agent reliability dashboards, anomaly exploration, and observability-oriented analytics workflows. What is included conversation_traces.csv: 3256 rows, 10 columns evaluation_sessions.csv: 1085 rows, 10 columns judge_actions.csv: 2171 rows, 10 columns quality_programs.csv: 27 rows, 10 columns quality_scorecards.csv: 253 rows, 10 columns review_outcomes.csv: 705 rows, 10 columns Why this… See the full description on the dataset page: https://huggingface.co/datasets/Tekhnika/customer-escalation-handling-and-resolution-quality-free.tabulartabular-classification1K<n<10K0 likes11 downloads6mo agoHugging Face22ClarusC64 /clinical-quad-dose-escalation-toxicity-signal-expansion-pressure-mtd-misestimation-v0.1Clinical Quad Dose Escalation Toxicity Expansion Pressure MTD Misestimation v0.1 Each row is a cohort week snapshot in dose escalation. Core quad Dose escalation speedEarly toxicity signalCohort expansion pressureMTD misestimation risk Target label_mtd_misestimation_risk_next_30d Files data/train.csvdata/tester.csvscorer.py Evaluation Run model on data/tester.csvReturn predictions row alignedScore with scorer.py License MIT tabulartext-classificationn<1K0 likes10 downloads7mo agoHugging Face23FIRSTACCOUNT69 /ssrf-escalation-34 test textn<1K0 likes8 downloads7mo agoHugging Face24FIRSTACCOUNT69 /ssrf-escalation-43 test textn<1K0 likes8 downloads7mo agoHugging Face25FIRSTACCOUNT69 /ssrf-escalation-13 test textn<1K0 likes7 downloads7mo agoHugging Face26FIRSTACCOUNT69 /ssrf-escalation-31 test textn<1K0 likes7 downloads7mo agoHugging Face27FIRSTACCOUNT69 /ssrf-escalation-33 test textn<1K0 likes7 downloads7mo agoHugging Face28FIRSTACCOUNT69 /ssrf-escalation-40 test textn<1K0 likes7 downloads7mo agoHugging Face29akashkpatel1991 /escalation_synthetic_data Dataset Card for Dataset Name This dataset card aims to be a base template for new datasets. It has been generated using this raw template. Dataset Details Dataset Description Curated by: [More Information Needed] Funded by [optional]: [More Information Needed] Shared by [optional]: [More Information Needed] Language(s) (NLP): [More Information Needed] License: [More Information Needed] Dataset Sources [optional] Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/akashkpatel1991/escalation_synthetic_data.text1K<n<10K0 likes6 downloads2y agoHugging Face30ClarusC64 /healthcare-icu-capacity-escalation-coherence-risk-v0.1What this repo is for Detect ICU overload before collapse. Tracks alignment between staffed ICU beds, occupancy, ED ICU demand, step-down capacity, and staffing ratios. Helps hospitals trigger escalation early and prevent critical care gridlock. tabulartext-classificationn<1K0 likes6 downloads7mo agoHugging Face

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