Hearing the Whispers: Black-Box Membership Inference Attacks on Finetuned TTS Models

Text-to-Speech TTS foundation models are increasingly fine-tuned on private datasets to synthesize highly personalized voices, introducing severe privacy risks by exposing both biometric identities and sensitive speech content. Existing black-box membership inference attacks MIAs follow a two-sta...

K000163138: Linux kernel vulnerability CVE-2026-53258

Security Advisory Description In the Linux kernel, the following vulnerability has been resolved: wifi: fix leak if split 6 GHz scanning fails rdev-intscanreq is leaked if cfg80211scan fails. Note that it's supposed to be released at cfg80211scandone but this doesn't happen as rdev-scanreq is NUL...

F5 Networks BIG-IP : NLnet Labs Unbound vulnerability (K000163141)

The version of F5 Networks BIG-IP installed on the remote host is prior to 17.1.3.5 / 17.5.1.9 / 21.1.0.2. It is, therefore, affected by a vulnerability as referenced in the K000163141 advisory. NLnet Labs Unbound up to and including version 1.25.0 has a denial of service vulnerability in the...

K000163109: Linux kernel vulnerability CVE-2026-53025

Security Advisory Description In the Linux kernel, the following vulnerability has been resolved: greybus: raw: fix use-after-free on cdev close This addresses a use-after-free bug when a raw bundle is disconnected but its chardev is still opened by an application. When the application releases t...

PT-2026-82292

This is a classic "roundup" post. Since the summary is generic "top threats you should know about" and the source is a vendor F5, I need to assume this is a curated list of multiple events. I will treat this as Scenario A Technical Threat but structure it as a digest of multiple items, pulling fr...

CGA-F5G8-2WQR-CGQV

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K000163067: Apache Thrift vulnerabilities CVE-2026-48586 and CVE-2026-55969

Security Advisory Description CVE-2026-48586 Improper Handling of Highly Compressed Data Data Amplification vulnerability in Apache Thrift C++, Java, Python, Go, D, C/GLib bindings. This issue affects Apache Thrift: before 0.24.0. Users are recommended to upgrade to version 0.24.0, which fixes th...

K000163055: OpenSSH vulnerabilities CVE-2026-35386 and CVE-2026-35414

Security Advisory Description CVE-2026-35386 In OpenSSH before 10.3, command execution can occur via shell metacharacters in a username within a command line. This requires a scenario where the username on the command line is untrusted, and also requires a non-default configurations of % in...

F5 Networks BIG-IP : NLnet Labs Unbound vulnerability (K000163001)

The version of F5 Networks BIG-IP installed on the remote host is prior to 17.1.3.5 / 17.5.1.9 / 21.1.0.2. It is, therefore, affected by a vulnerability as referenced in the K000163001 advisory. NLnet Labs Unbound up to and including version 1.25.0 has a vulnerability in the DNSSEC validator wher...

Exploit for Path Traversal in F5 Big-Ip_Access_Policy_Manager

IDS Deployment & Packet Analysis Network intrusion detectio...

K000163008: Next.js vulnerability CVE-2026-44574

Security Advisory Description Next.js is a React framework for building full-stack web applications. From 15.4.0 to before 15.5.16 and 16.2.5, applications that rely on middleware to protect dynamic routes can be vulnerable to authorization bypass. In affected deployments, specially crafted query...

F5 Networks BIG-IP : Intel SMM vulnerability (K000162855)

The version of F5 Networks BIG-IP installed on the remote host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the K000162855 advisory. Time-of-check time-of-use race condition in the WheaERST SMM module for some IntelR reference platforms may allow an...

K000162965: Linux kernel vulnerability CVE-2026-63797

Security Advisory Description In the Linux kernel, the following vulnerability has been resolved: rpmsg: char: Fix use-after-free on probe error path rpmsgchrdevprobe stores the newly allocated eptdev in the default endpoint's priv pointer before calling rpmsgchrdeveptdevadd. If...

MINI-F59Q-FQFR-67FC

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K000162951: Apache HTTP Server vulnerability CVE-2026-29168

Security Advisory Description Allocation of Resources Without Limits or Throttling vulnerability in Apache HTTP Server's modmd via OCSP response data. This issue affects Apache HTTP Server: from 2.4.30 through 2.4.66. Users are recommended to upgrade to version 2.4.67, which fixes the issue...

MINI-F5VP-VR56-HVJ4

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MINI-F5R2-6G22-XXRF

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Exploit for Incorrect Calculation of Buffer Size in F5 Dos

No d...

GO-2025-3955 vulnerabilities

Vulnerabilities for packages: glow, undock, aws-otel-collector, nri-haproxy, tekton-chains, gptscript, harbor-registry, harbor-cli, docker-machine-driver-harvester, kuberlr, eksctl, portieris, bom, k8sgateway, cloud-provider-vsphere, dex, nri-mysql, grafana-rollout-operator, gobump,...

K000162894: Spring Data Relational vulnerability CVE-2026-41697

Security Advisory Description Spring Data Relational does not properly escape binding values of externally-controlled input when using StringMatcher STARTING, ENDING, or CONTAINING in Query By Example QBE. An attacker can supply wildcard characters to perform boolean-based blind data inference...