Input-Layer Starvation: Why Per-Layer Pruning Breaks IoT Intrusion Detectors

Intrusion detectors for small Internet-of-Things IoT devices are usually compressed by pruning and judged by overall accuracy. We show that this hides a severe class-level failure, find its cause, and give low-overhead prevention and repair. On CICIoT2023, a two-layer convolutional detector prune...

Can Risk-Based Alerting Mitigate Cybersecurity Alert Fatigue?

Security operations centers SOCs face large numbers of false alerts, making detection of cyberattacks difficult under typical resource constraints. Risk-based alerting RBA has been proposed as a means to reduce false alerts and has reportedly succeeded in doing so in various enterprise deployment...

Linux kernel 安全漏洞

The Linux kernel is the kernel used by the Linux operating system developed by the Linux Foundation in the United States. There is a security vulnerability in the Linux kernel, which stems from the shared bit fields for the claimed and retune control flags. This vulnerability may lead to unexpect...

CVE-2025-54863

Radiometrics VizAir is vulnerable to exposure of the system's REST API key through a publicly accessible configuration file. This allows attackers to remotely alter weather data and configurations, automate attacks against multiple instances, and extract sensitive meteorological data, which could...

CVE-2025-54863 Insufficiently Protected Credentials in Radiometrics VizAir

Radiometrics VizAir is vulnerable to exposure of the system's REST API key through a publicly accessible configuration file. This allows attackers to remotely alter weather data and configurations, automate attacks against multiple instances, and extract sensitive meteorological data, which could...

CVE-2025-54863 Insufficiently Protected Credentials in Radiometrics VizAir

Radiometrics VizAir is vulnerable to exposure of the system's REST API key through a publicly accessible configuration file. This allows attackers to remotely alter weather data and configurations, automate attacks against multiple instances, and extract sensitive meteorological data, which could...

CVE-2025-54863

Radiometrics VizAir is affected by a vulnerability where the system’s REST API key is exposed via a publicly accessible configuration file. Public access could let an attacker remotely alter weather data and configurations, automate attacks across multiple instances, and exfiltrate sensitive mete...

EUVD-2025-16018

Malicious code in bioql PyPI...

CVE-2025-20257

A vulnerability in an API subsystem of Cisco Secure Network Analytics Manager and Cisco Secure Network Analytics Virtual Manager could allow an authenticated, remote attacker with low privileges to generate fraudulent findings that are used to generate alarms and alerts on an affected product. Th...

Cisco Secure Network Analytics Manager和Cisco Secure Network Analytics Virtual Manager 安全漏洞

Cisco Secure Network Analytics Manager and Cisco Secure Network Analytics Virtual Manager are both products of Cisco, Inc.Cisco Secure Network Analytics Manager is a secure network analytics manager. Cisco Secure Network Analytics Manager is a secure network analytics manager.Cisco Secure Network...

CVE-2021-27289

A replay attack vulnerability exists in the Ksix Zigbee smart home kit due to an improper implementation of the Zigbee anti-replay mechanism (frame counter field). Specifically, the Zigbee protocol stack fails to correctly validate the sequence number, allowing an attacker within wireless range t...

CVE-2021-27289: Authentication Bypass by Capture-replay

A replay attack vulnerability was discovered in a Zigbee smart home kit manufactured by Ksix Zigbee Gateway Module = v1.0.3, Door Sensor = v1.0.7, Motion Sensor = v1.0.12, where the Zigbee anti-replay mechanism - based on the frame counter field - is improperly implemented. As a result, an attack...

PT-2025-16370

Name of the Vulnerable Software and Affected Versions Ksix Zigbee smart home kit versions v1.0.3 through v1.0.12 Description A replay attack issue was discovered in the Zigbee smart home kit, where the anti-replay mechanism based on the frame counter field is improperly implemented. This allows a...

CVE-2023-52897

In the Linux kernel, the following vulnerability has been resolved: btrfs: qgroup: do not warn on record without oldroots populated BUG There are some reports from the mailing list that since v6.1 kernel, the WARNON inside btrfsqgroupaccountextent gets triggered during rescan: WARNING: CPU: 3 PID...

Dell Unity Security Breach

Dell Unity is a suite of virtual Unity storage environments from Dell, Inc. A security vulnerability exists in Dell Unity versions prior to 5.4, which stems from the possibility that log messages can be spoofed by an authenticated attacker, who could use this vulnerability to compromise log...

CVE-2022-48296

The SystemUI has a vulnerability in permission management. Successful exploitation of this vulnerability may cause users to receive broadcasts from malicious apps, conveying false alarm information about external storage devices...

Digital Alert Systems DASDEC

1. EXECUTIVE SUMMARY CVSS v3 4.7 ATTENTION: Exploitable remotely/low attack complexity/public exploits are available Vendor: Digital Alert Systems Equipment: DASDEC Vulnerability: Cross-site Scripting 2. RISK EVALUATION Successful exploitation of these vulnerabilities might result in false alerts...

DHS says to update your Emergency Alert Systems immediately

The Department of Homeland Security has issued an advisory after vulnerabilities were found in its Emergency Alert Systems EAS. EAS technology is designed to fire out warning messages during times of national emergency. It can be used to warn of coastal flooding, earthquakes, child abduction,...

CVE-2020-12270

React Native Bluetooth Scan in Bluezone 1.0.0 uses six-character alphanumeric IDs, which might make it easier for remote attackers to interfere with COVID-19 contact tracing by using many IDs. NOTE: the vendor disputes the relevance of this report because the recipient of an F1 alert will know it...

The vulnerability of Microsoft Windows Defender operating system allows attackers to trigger false alerts and incorrect Windows Defender service responses.

The vulnerability of Microsoft Windows Defender operating system is related to security configuration errors. Exploiting this vulnerability can allow attackers to trigger false alerts and incorrect responses by Windows Defender services...