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Truong (Jack) Luu

Information Systems Researcher

AI Sec Watch

The security intelligence platform for AI teams

AI security threats move fast and get buried under hype and noise. Built by an Information Systems Security researcher to help security teams and developers stay ahead of vulnerabilities, privacy incidents, safety research, and policy developments.

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Daily BriefingFriday, August 14, 2026
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Apple Partners with Alibaba on China-Specific LLM: Apple has developed a custom large language model (LLM, a type of AI trained on large amounts of text data) for the Chinese market in collaboration with Alibaba, marking a strategic shift to gain greater control over its AI offerings in China's competitive landscape.

Latest Intel

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01

Kraken is rebuilding its app around agentic trading as crypto exchanges evolve beyond crypto

industry
Jul 10, 2026

Kraken, a major cryptocurrency exchange, is rebuilding its app around agentic trading, where AI agents (autonomous systems that make decisions based on human guidance) can monitor markets, identify investment opportunities, and execute trades in real time with user approval. Unlike fully automated systems with fixed rules, these agentic platforms learn from new information and adjust to multiple variables within parameters set by users. The shift reflects a broader move toward AI-native financial products that aim to give everyday investors the same market responsiveness and decision-making support that professional traders traditionally had.

Critical This Week5 issues
critical

CVE-2026-19297: IBM Langflow OSS 1.0.0 through 1.9.6 could allow a remote attacker to obtain unauthorized access to user accounts due to

CVE-2026-19297NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
CNBC Technology
02

CVE-2026-60086: PraisonAI before 4.6.78 contains a prompt injection defense bypass vulnerability where the injection defense only blocks

security
Jul 10, 2026

PraisonAI versions before 4.6.78 have a vulnerability where its defense against prompt injection (tricking an AI by hiding instructions in its input) is too weak. The defense only blocks attacks rated as CRITICAL threat level, but attackers can create single or double-vector attacks rated as HIGH threat level that slip through unblocked to reach the AI model.

NVD/CVE Database
03

In Other News: DHS Database Hacked, Adobe Boosts Patch Cadence, Canada Disrupts Ransomware Ops

security
Jul 10, 2026

This week's cybersecurity news includes a ransomware affiliate pleading guilty and agreeing to pay restitution, the discovery of QuimaRAT (a subscription-based remote access trojan, or malware that lets attackers control computers remotely) targeting multiple operating systems, Canada's intelligence agency disrupting ransomware operations, and a critical vulnerability in Writer AI that allowed attackers to bypass sandbox restrictions (security boundaries isolating code execution). Additional stories cover a trademark dispute between AI security companies, an exploit-selling startup exposed as a fraud operation, and a major insurance company data breach affecting 7 million people.

Fix: Writer AI has since deployed patches to permanently seal the sandbox escape path.

SecurityWeek
04

CrowdStrike identifies five new prompt injection threats to AI

security
Jul 10, 2026

Security company CrowdStrike identified five new prompt injection techniques (attacks that trick AI systems into accepting harmful instructions hidden in normal input) that could threaten organizations using AI. These attacks include methods like hiding rules that activate later, bypassing safety features, delivering threats in stages, injecting fake control switches, and hiding malicious code in documents users upload to AI systems.

Fix: According to CrowdStrike, security teams can guard against these attacks by: threat modeling every place that model context can originate, expanding testing, and extending detection engineering to include composite attacks.

CSO Online
05

The Replicant in Your Directory: AI Agents and the Identity Security Gap

securitypolicy
Jul 10, 2026

AI agents and other machine identities (automated accounts that aren't people) are creating a security gap because traditional identity security was designed around human behavior like hiring, role changes, and departures. Machine identities now outnumber human users by up to 50 to one in many organizations, but security teams often don't know what they are, who owns them, or what systems they can access, making them an easy entry point for attackers.

BleepingComputer
06

RFA-Tex: Range-Flexible Adaptive Physical Adversarial Texture Against Real-World Person Detectors

securityresearch
Jul 10, 2026

Researchers developed RFA-Tex, a method to create adversarial textures (specially designed patterns that trick AI systems) that can hide people from person detection AI at long distances. Previous adversarial textures only worked within 5 meters because fine details in the patterns broke down during long-range imaging, but RFA-Tex uses a new framework that preserves important details and reduces fragile structures, extending the attack range to 25-45 meters in real-world tests.

IEEE Xplore (Security & AI Journals)
07

The Download: Claude’s inner workings and OpenAI’s “super app”

researchindustry
Jul 10, 2026

Researchers at Anthropic created a tool called the Jacobian lens to discover a hidden area in Claude (an LLM, or large language model) called J-space, which contains words related to responses the model is considering but may not ultimately generate. The article also covers various AI developments including OpenAI's new ChatGPT Work application and reports that OpenAI and Google sold AI models to blacklisted Chinese companies.

MIT Technology Review
08

AI Surveillance and Social Progress

safetypolicy
Jul 10, 2026

AI-powered surveillance systems combining facial recognition (technology that identifies people by analyzing their faces), real-time tracking, and mass databases are being deployed globally to monitor and immediately enforce rules, with China operating over 600 million AI cameras and the US Department of Homeland Security rapidly expanding its use for monitoring immigrants, protesters, and journalists. These systems create 'chilling effects' (where people self-censor and conform out of fear of being watched), raising concerns about discrimination, lack of transparency, and threats to democracy, as the automation of surveillance and enforcement removes human judgment and accountability.

Schneier on Security
09

‘HalluSquatting’ Turns AI Hallucinations Into Botnet Delivery Mechanism

securityresearch
Jul 10, 2026

Researchers have discovered 'HalluSquatting,' an attack that exploits AI hallucinations (when AI systems generate false information or invent things that don't exist) to deliver malware at scale. Attackers pre-register fake repository and package names that AI coding assistants commonly hallucinate, then plant malicious code in those fake repositories so that when users ask their AI tools to clone or install resources, the AI may pull down the attacker's code and execute it.

SecurityWeek
10

How Deutsche Telekom is rewiring telecommunications with AI

industry
Jul 10, 2026

Deutsche Telekom, a major telecommunications company, is transforming itself into an AI-native organization by embedding AI (artificial intelligence) throughout its operations rather than simply adding it to existing processes. The company is using generative AI (AI that creates text, code, or other content) in customer service, network operations, and voice communications, with over 50,000 employees actively using ChatGPT Enterprise and seeing a 546% increase in AI tool usage since early 2026.

OpenAI Blog
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critical

CVE-2026-73656: Trigger.dev is a platform for building and deploying fully managed AI agents and workflows. Prior to 4.5.6, POST /api/v1

CVE-2026-73656NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

CVE-2026-73487: Flowise before 3.1.3 contains a regex-based Python code validator bypass in CSV and Airtable Agent nodes that allows una

CVE-2026-73487NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

CVE-2026-73485: Flowise before 3.1.3 contains a code injection vulnerability in the Airtable Agent node that allows unauthenticated atta

CVE-2026-73485NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

Zoom zero-click RCE flaws allow attackers to compromise meeting participants

CSO OnlineAug 11, 2026
Aug 11, 2026