awesome-TS-anomaly-detection

awesome-TS-anomaly-detection Lista de herramientas y datasets para la detección de anomalías en datos de series temporales. Todas las listas están en orden alfabético. En las listas, los proyectos mantenidos tienen prioridad frente a los no mantenidos. Se considera que un repositorio está "no...

Merlion

Merlion: Una librería de aprendizaje automático para series temporales Tabla de contenidos 1. Introducción 2. Comparación con librerías relacionadas 3. Instalación 4. Documentación 5. Primeros pasos 1. Detección de anomalías 2. Pronóstico 6. Evaluación y benchmarking 7. Informe técnico y cómo cit...

darts v0.47.0

Time Series Made Easy in Python Darts is a Python library for user-friendly forecasting and anomaly detection on time series. It contains a variety of models, from classics such as ARIMA to deep neural networks. The forecasting models can all be used in the same way, using fit and predict...

CVE-2026-15829

A SQL injection CWE-89 and security boundary bypass CWE-863 vulnerability exists in the prebuilt BigQuery forecasting tool bigquery-forecast of googleapis/mcp-toolbox. The tool accepts client-controlled parameters datacol, timestampcol, and idcols as plain strings and interpolates them unescaped...

CVE-2026-15829

CVE-2026-15829 affects googleapis/mcp-toolbox (bigquery-forecast). The prebuilt forecasting tool interpolates client-controlled parameters (data_col, timestamp_col, id_cols) into a generated AI.FORECAST query via fmt.Sprintf without re-validation, enabling SQL injection (CWE-89) and a security bo...

PT-2026-61987

Name of the Vulnerable Software and Affected Versions googleapis/mcp-toolbox affected versions not specified Description A SQL injection and security boundary bypass issue exists in the prebuilt BigQuery forecasting tool bigquery-forecast. The tool accepts client-controlled parameters data col,...

CVE-2026-34259

Due to an OS Command Execution vulnerability in SAP Forecasting & Replenishment, an authenticated attacker with administrative authorizations could abuse a non-remote-enabled function to execute arbitrary operating system commands. Successful exploitation could allow the attacker to read or modif...

Can Big Data Predict Market Movements Accurately?

Can Big Data predict markets? Learn how AI, investor behavior, and digital signals shape modern forecasting across stocks and crypto trends...

EUVD-2026-29367

Due to an OS Command Execution vulnerability in SAP Forecasting & Replenishment, an authenticated attacker with administrative authorizations could abuse a non-remote-enabled function to execute arbitrary operating system commands. Successful exploitation could allow the attacker to read or modif...

CVE-2026-34259

Due to an OS Command Execution vulnerability in SAP Forecasting & Replenishment, an authenticated attacker with administrative authorizations could abuse a non-remote-enabled function to execute arbitrary operating system commands. Successful exploitation could allow the attacker to read or modif...

CVE-2026-34259 OS Command Injection Vulnerability in SAP Forecasting & Replenishment

Due to an OS Command Execution vulnerability in SAP Forecasting & Replenishment, an authenticated attacker with administrative authorizations could abuse a non-remote-enabled function to execute arbitrary operating system commands. Successful exploitation could allow the attacker to read or modif...

CVE-2026-34259

Due to an OS Command Execution vulnerability in SAP Forecasting & Replenishment, an authenticated attacker with administrative authorizations could abuse a non-remote-enabled function to execute arbitrary operating system commands. Successful exploitation could allow the attacker to read or modif...

CVE-2026-34259

SAP Forecasting & Replenishment contains an OS Command Execution vulnerability. An authenticated user with administrative privileges can abuse a non-remote-enabled function to execute arbitrary operating system commands, potentially reading/modifying any system data or shutting down the system, c...

CVE-2026-34259 OS Command Injection Vulnerability in SAP Forecasting & Replenishment

Due to an OS Command Execution vulnerability in SAP Forecasting & Replenishment, an authenticated attacker with administrative authorizations could abuse a non-remote-enabled function to execute arbitrary operating system commands. Successful exploitation could allow the attacker to read or modif...

CVE-2026-34259: Improper Neutralization of Special Elements used in a Command

Due to an OS Command Execution vulnerability in SAP Forecasting & Replenishment, an authenticated attacker with administrative authorizations could abuse a non-remote-enabled function to execute arbitrary operating system commands. Successful exploitation could allow the attacker to read or modif...

SAP Forecasting and Replenishment 命令注入漏洞

SAP Forecasting and Replenishment is a demand forecasting and inventory replenishment management system developed by SAP, a German company, for retail and supply chain scenarios. SAP Forecasting and Replenishment has a command injection vulnerability. This vulnerability stems from OS command...

PT-2026-39920

Name of the Vulnerable Software and Affected Versions SAP Forecasting & Replenishment affected versions not specified Description An OS Command Execution issue exists where an authenticated attacker with administrative authorizations can abuse a non-remote-enabled function to execute arbitrary...

Modeling Sparse and Bursty Vulnerability Sightings: Forecasting under Data Constraints

Understanding and anticipating vulnerability-related activity is a major challenge in cyber threat intelligence. This work investigates whether vulnerability sightings, such as proof-of-concept releases, detection templates, or online discussions, can be forecast over time. Building on our earlie...

Predicting Tail-Risk Escalation in IDS Alert Time Series

Network defenders face a steady stream of attacks, observed as raw Intrusion Detection System IDS alerts. The sheer volume of alerts demands prioritization, typically based on high-level risk classifications. This work expands the scope of risk measurement by examining alerts not only through the...

Federated Anomaly Detection and Mitigation for EV Charging Forecasting under Cyberattacks

Electric Vehicle EV charging infrastructure faces escalating cybersecurity threats that can severely compromise operational efficiency and grid stability. Existing forecasting techniques are limited by the lack of combined robust anomaly mitigation solutions and data privacy preservation...