CVE-2026-50541

Xibo is an open source digital signage platform with a web content management system and Windows display player software. Prior to 4.4.3, missing access-control checks on GET /dataset/export/csv/id allow an authenticated user to export data from any dataset, including datasets created by...

EUVD-2026-112086

Xibo is an open source digital signage platform with a web content management system and Windows display player software. Prior to 4.4.3, missing access-control checks on GET /dataset/export/csv/id allow an authenticated user to export data from any dataset, including datasets created by...

CVE-2026-50541 Xibo: IDOR (Broken Object-Level Authorization) on GET /dataset/export/csv/{id} Allows Arbitrary Dataset Export

Xibo is an open source digital signage platform with a web content management system and Windows display player software. Prior to 4.4.3, missing access-control checks on GET /dataset/export/csv/id allow an authenticated user to export data from any dataset, including datasets created by...

CVE-2026-50541 Xibo: IDOR (Broken Object-Level Authorization) on GET /dataset/export/csv/{id} Allows Arbitrary Dataset Export

Xibo is an open source digital signage platform with a web content management system and Windows display player software. Prior to 4.4.3, missing access-control checks on GET /dataset/export/csv/id allow an authenticated user to export data from any dataset, including datasets created by...

CVE-2026-50541

The Xibo open source digital signage platform is vulnerable to an IDOR (Broken Object-Level Authorization) flaw in versions prior to 4.4.3 . The root cause is missing access-control checks on the GET /dataset/export/csv/{id} endpoint, which allows an authenticated user to export data from any dat...

PT-2026-128246

Xibo is an open source digital signage platform with a web content management system and Windows display player software. Prior to 4.4.3, missing access-control checks on GET /dataset/export/csv/id allow an authenticated user to export data from any dataset, including datasets created by...

PT-2026-128328

Ultralytics check det dataset Code Injection Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Ultralytics. User interaction is required to exploit this vulnerability in that the target must visit a malicious pag...

PT-2026-128331

Ultralytics load dataset cache file Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Ultralytics. User interaction is required to exploit this vulnerability in that the target...

CVE-2026-57845

A flaw was found in datasets. This vulnerability allows an attacker to achieve arbitrary code execution by convincing a victim to load a maliciously crafted dataset file. Due to insecure deserialization—the process of restoring saved data back into program objects—untrusted data loaded through th...

Bridging the Closed-World Gap: Interpretable Anomaly Detection Via a Hybrid TSK-FCM Ensemble on the BETH Dataset

A fundamental paradox plagues the deployment of Machine Learning in cybersecurity: supervised models generalize poorly to novel, Out-of-Distribution OoD attacks, whereas unsupervised models often suffer from poor separability, leading to unmanageable false-alarm rates. This challenge is exemplifi...

CVE-2026-68907

libIEC61850 is an open-source implementation of IEC 61850 client and server protocols including MMS, GOOSE, Sampled Values, and R-Session. Prior to 1.6.2, checkDataSetAccess reverses the source and destination arguments to StringUtilscopyStringToBuffer while constructing an MMSASSOCIATIONSPECIFIC...

EUVD-2026-102911

libIEC61850 is an open-source implementation of IEC 61850 client and server protocols including MMS, GOOSE, Sampled Values, and R-Session. Prior to 1.6.2, checkDataSetAccess reverses the source and destination arguments to StringUtilscopyStringToBuffer while constructing an MMSASSOCIATIONSPECIFIC...

CVE-2026-104142

DataEase is an open source data visualization and analysis tool. Prior to 2.10.26, authenticated users can store crafted FieldGroupDTO.min, FieldGroupDTO.max, FieldGroupDTO.startTime, or FieldGroupDTO.endTime values in dataset group-field binning definitions. Utils.transGroupFieldToSql inserts...

CVE-2026-102755 DataEase Datasource/Dataset Folder Name Stored Cross-Site Scripting

DataEase is an open source data visualization and analysis tool. Prior to 2.10.26, authenticated users with folder creation permission can store HTML-bearing names through datasource/createFolder or datasetTree/save. The datasource and dataset Move to dialogs in...

CVE-2026-104142

DataEase, an open source data visualization and analysis tool, is vulnerable to a stored SQL injection in its dataset group-field binning definitions prior to version 2.10.26 . Authenticated users can submit crafted values for FieldGroupDTO.min , FieldGroupDTO.max , FieldGroupDTO.startTime , or F...

CVE-2026-104103 Ludwig: Path traversal in dataset archive extraction allows arbitrary file write via symlink members

Ludwig is a low-code framework for building custom LLMs, neural networks, and other AI models. Prior to 0.17.8, ludwig.datasets.archives.extractarchive validated tar member names before calling TarFile.extractall but did not validate symlink members or hard-link members. A crafted archive could...

CVE-2026-104103 Ludwig: Path traversal in dataset archive extraction allows arbitrary file write via symlink members

Ludwig is a low-code framework for building custom LLMs, neural networks, and other AI models. Prior to 0.17.8, ludwig.datasets.archives.extractarchive validated tar member names before calling TarFile.extractall but did not validate symlink members or hard-link members. A crafted archive could...

CVE-2026-104142: Improper Neutralization of Special Elements used in an SQL Command

DataEase is an open source data visualization and analysis tool. Prior to 2.10.26, authenticated users can store crafted FieldGroupDTO.min, FieldGroupDTO.max, FieldGroupDTO.startTime, or FieldGroupDTO.endTime values in dataset group-field binning definitions. Utils.transGroupFieldToSql inserts...

PT-2026-113976

DataEase is an open source data visualization and analysis tool. Prior to 2.10.26, authenticated users can store a crafted custom dateFormat for a dataset field. DatasetTableFieldDTO.dateFormat is inserted without validation into date conversion templates used by Dimension2SQLObj, CustomWhere2Str...

The Right to Be Forgotten under Correlation: Privacy-Utility Tradeoffs

We study privacy-preserving algorithms that redact information from a correlated dataset. The goal is to reduce the information leakage about sensitive parts. We analytically characterize the optimal tradeoff between privacy leakage through correlation and utility number of redactions for local...