Involuntary In-Context Learning: Exploiting Few-Shot Pattern Completion to Bypass Safety Alignment in GPT-5.4

Safety alignment in large language models relies on behavioral training that can be overridden when sufficiently strong in-context patterns compete with learned refusal behaviors. We introduce Involuntary In-Context Learning IICL, an attack class that uses abstract operator framing with few-shot...

CVE-2026-39320: Uncontrolled Resource Consumption

Signal K Server is a server application that runs on a central hub in a boat. Versions prior to 2.25.0 are vulnerable to an unauthenticated Regular Expression Denial of Service ReDoS attack within the WebSocket subscription handling logic. By injecting unescaped regex metacharacters into the...

Unity Linux 20.1060a / 20.1070a Security Update: kernel (UTSA-2026-006926)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-006926 advisory. In the Linux kernel, the following vulnerability has been resolved: coresight: cti: Fix hang in ctidisablehw ctienablehw and ctidisablehw are called from an atomic...

Unity Linux 20.1060a / 20.1070a Security Update: kernel (UTSA-2026-006950)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-006950 advisory. In the Linux kernel, the following vulnerability has been resolved: ntbnetdev: Use devkfreeskbany in interrupt context TX/RX callback handlers ntbnetdevtxhandler,...

Unity Linux 20.1070e Security Update: kernel (UTSA-2026-013226)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-013226 advisory. In the Linux kernel, the following vulnerability has been resolved: crypto: api - Use work queue in cryptodestroyinstance The function cryptodropspawn expects to be...

Unity Linux 20.1050e / 20.1060e / 20.1070e Security Update: kernel (UTSA-2026-010931)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-010931 advisory. In the Linux kernel, the following vulnerability has been resolved: misc: ocxl: fix possible refcount leak in afuioctl eventfdctxput need to be called to put the...

Unity Linux 20.1050e / 20.1060e / 20.1070e Security Update: kernel (UTSA-2026-010887)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-010887 advisory. In the Linux kernel, the following vulnerability has been resolved: usb: host: xhci: Fix potential memory leak in xhciallocstreaminfo xhciallocstreaminfo allocates...

Unity Linux 20.1050e / 20.1070e Security Update: kernel (UTSA-2026-010828)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-010828 advisory. In the Linux kernel, the following vulnerability has been resolved: scsi: sg: Do not sleep in atomic context sgfinishremreq calls blkrqunmapuser. The latter function...

Unity Linux 20.1060e / 20.1070e Security Update: kernel (UTSA-2026-011125)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-011125 advisory. In the Linux kernel, the following vulnerability has been resolved: coresight: cti: Fix hang in ctidisablehw ctienablehw and ctidisablehw are called from an atomic...

Unity Linux 20.1050a / 20.1060a / 20.1070a Security Update: kernel (UTSA-2026-006949)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-006949 advisory. In the Linux kernel, the following vulnerability has been resolved: usb: host: xhci: Fix potential memory leak in xhciallocstreaminfo xhciallocstreaminfo allocates...

Unity Linux 20.1070e Security Update: kernel (UTSA-2026-013292)

"The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-013292 advisory. In the Linux kernel, the following vulnerability has been resolved: bpf: Reject narrower access to pointer ctx fields The following BPF program, simplified from a...

Unity Linux 20.1070a Security Update: kernel (UTSA-2026-013072)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-013072 advisory. In the Linux kernel, the following vulnerability has been resolved: apparmor: Fix null pointer deref when receiving skb during sock creation The panic below is...

PT-2026-33877

Name of the Vulnerable Software and Affected Versions Signal K Server versions prior to 2.25.0 Description An unauthenticated Regular Expression Denial of Service ReDoS exists within the WebSocket subscription handling logic. By injecting unescaped regex metacharacters into the context parameter ...

Unity Linux 20.1070a Security Update: kernel (UTSA-2026-012946)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-012946 advisory. In the Linux kernel, the following vulnerability has been resolved: vfio/pci: Create persistent INTx handler A vulnerability exists where the eventfd for INTx...

Unity Linux 20.1050e / 20.1070e Security Update: kernel (UTSA-2026-011360)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-011360 advisory. In the Linux kernel, the following vulnerability has been resolved: regmap: slimbus: fix buscontext pointer in regmap init calls Commit 4e65bda8273c ASoC: wcd934x: f...

AgentSOC: A Multi-Layer Agentic AI Framework for Security Operations Automation

Security Operations Centers SOCs increasingly encounter difficulties in correlating heterogeneous alerts, interpreting multi-stage attack progressions, and selecting safe and effective response actions. This study introduces AgentSOC, a multi-layered agentic AI framework that enhances SOC...

CVE-2026-41329: Incorrect Use of Privileged APIs

OpenClaw before 2026.3.31 contains a sandbox bypass vulnerability allowing attackers to escalate privileges via heartbeat context inheritance and senderIsOwner parameter manipulation. Attackers can exploit improper context validation to bypass sandbox restrictions and achieve unauthorized privile...

Unity Linux 20.1050e / 20.1070e Security Update: kernel (UTSA-2026-010848)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-010848 advisory. In the Linux kernel, the following vulnerability has been resolved: crypto: api - Use work queue in cryptodestroyinstance The function cryptodropspawn expects to be...

Unity Linux 20.1060e / 20.1070e Security Update: kernel (UTSA-2026-011213)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-011213 advisory. In the Linux kernel, the following vulnerability has been resolved: iouring/rw: defer fsnotify calls to task context We can't call these off the kiocb completion as...

Unity Linux 20.1070a Security Update: kernel (UTSA-2026-012980)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-012980 advisory. In the Linux kernel, the following vulnerability has been resolved: scsi: sg: Do not sleep in atomic context sgfinishremreq calls blkrqunmapuser. The latter function...