~/talks

Mackenzie Jackson

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titleconferencedate
Inside Today’s AI-Accelerated Software Supply Chain AttacksNDC Copenhagen 20262026-06-01
Aikido Security claims it first uncovers major incidents like the Shai-Hulud self‑propagating worm, the mass npm compromises of debug and chalk, and a…
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Vibes Not Vulns: Securing the Era of AI-Written SoftwareNDC Copenhagen 20262026-06-01
AI-assisted development already pushes production apps out in hours with Copilot, Claude, Cursor and autonomous agents, and research from Aikido Security finds…
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The Mechanisms That Enable Misuse and What We Can Do About ItCyberWiseCon Europe 20262026-05-20
Shows concrete exploits: a GitHub‑action CI/CD flow that uses Google Gemini for auto-triage and leaks tokens via prompt injection, proof‑of‑concept returning…
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Worms, Tokens, and Trust The Industrialization of Supply Chain AttacksDevWorld 20262026-05-07
Claims that LLMs can spot fixes and malware faster than CVEs and a working pipeline that scrapes 5 million changelogs and analyzes code drive the talk: 2,106…
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Trusting AI with Code: How Secure is AI-written code?NDC Security 20262026-03-02
97% of developers use AI code helpers and experiments find about 40% of generated apps contain known vulnerabilities, with 20% of orgs reporting serious…
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Hijacking Google’s CI/CD Through Prompt Injection:The New Era of AI-Based ExploitsNDC Security 20262026-03-02
Aikido Security demonstrates that prompt injection moves from nuisance to critical when AI agents inside CI/CD have privileged tool access, showing…
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How Bad Actors AbUse LLMs The Mechanisms That Enable Misuse and What We Can Do AboutCTO Craft Con: Berlin 20252025-09-23
Teams detail concrete defenses and failures: they use predefined prompts and OpenAI guardrails to constrain chat features, deploy Phoenix tracing and Grafana…
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Performance improvements: exposing hidden security fixes in Open SourceNDC Oslo 20252025-05-19
A research system scrapes changelogs across the top 5 million projects, normalizes noisy text, and runs a dual-LLM architecture to flag likely silent security…
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Using AI to Discover Silently Patched Vulnerabilities in Open...BSidesSF 20252025-04-26
Monitoring 5 million packages, the system scrapes change logs, uses one LLM to standardize changelogs and a second LLM to flag ambiguous security fixes…
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Harnessing AI for Malevolence: A Hackers TaleCPH DevFest 20242024-08-26
Live demos show prompt injection bypasses 15 of 20 online summarizers tested, including an email assistant coerced to add a malicious “evil.com” link and speak…
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The AI Survival Guide: Practical Advice for Stressed-out Security TeamsDevDays Europe 20242024-05-20
Walkaway: the session shows concrete attacks and defenses not slogans — live prompt injection demos break real summarizers and email assistants, inserting…
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The internet is broken: breaking down the software supply chainDevConf.CZ 20232023-06-16
Modern software supply chains concentrate risk: a GitHub scan finds 10 million secrets and about 2 million cloud keys exposed in one year, npm packages like…
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Gaining initial access by exploiting leaked credentialsDevConf.CZ 20232023-06-16
Research finds 10 million secrets on GitHub and about 5% of Docker Hub images containing plain-text credentials; attackers monitor the GitHub API events feed…
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Secrets in Source Code - How Your JS Code is Exposing Your CredentialsReact Summit 20232023-06-02
Secrets like API keys are constantly leaking through source code. The 2021 State of Secret Sprawl report found over 6 million secrets in public git repos. This…
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Exploiting Leaked Credentials - How python code is leaking millions of secretsPyCon Italia 20232023-05-25
A new GitGuardian scan finds 10 million secrets in public repos (a 67% jump), with about 2.1 million secrets in .py files across 1.3 million files. Discovery…
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Are your secrets secure - How mobile apps are leaking millions of credentialsAndroid Makers by droidcon 20232023-04-27
Findings show hard facts not vague promises: 10 million secrets on GitHub, including ~2 million cloud provider keys and 23,000 AndroidManifest.xml files with…
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