Architecture & Offensive Security | Cybersecurity Consultant | @IAU_CCSIT Alumni | 2xCVE
Kingdom of Saudi Arabia
Joined August 2020
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Malek Althubiany 🇸🇦 retweeted
Everything in cybersecurity that isn't about vulnerabilities is boring as fuck.
شي رائع، عارفين يتوجهون
A speech model can support Arabic and still struggle with local dialects.
Fine-tuning NVIDIA Nemotron 3.5 ASR cut word error rate on Najdi and Hijazi Saudi Arabic from 55% to 30%.
Check out our new tutorial and learn how to adapt it for other dialects and languages: nvda.ws/4hYqGPM
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Malek Althubiany 🇸🇦 retweeted
MIT researchers proved mathematically that ChatGPT is designed to make you delusional.
And that nothing OpenAI is doing will fix it.
The paper calls it "delusional spiraling." You ask ChatGPT something. It agrees with you. You ask again. It agrees harder. Within a few conversations, you believe things that are not true. And you cannot tell it is happening.
This is not hypothetical. A man spent 300 hours talking to ChatGPT. It told him he had discovered a world changing mathematical formula. It reassured him over fifty times the discovery was real. When he asked "you're not just hyping me up, right?" it replied "I'm not hyping you up. I'm reflecting the actual scope of what you've built." He nearly destroyed his life before he broke free.
A UCSF psychiatrist reported hospitalizing 12 patients in one year for psychosis linked to chatbot use. Seven lawsuits have been filed against OpenAI. 42 state attorneys general sent a letter demanding action.
So MIT tested whether this can be stopped. They modeled the two fixes companies like OpenAI are actually trying.
Fix one: stop the chatbot from lying. Force it to only say true things. Result: still causes delusional spiraling. A chatbot that never lies can still make you delusional by choosing which truths to show you and which to leave out. Carefully selected truths are enough.
Fix two: warn users that chatbots are sycophantic. Tell people the AI might just be agreeing with them. Result: still causes delusional spiraling. Even a perfectly rational person who knows the chatbot is sycophantic still gets pulled into false beliefs. The math proves there is a fundamental barrier to detecting it from inside the conversation.
Both fixes failed. Not partially. Fundamentally.
The reason is built into the product. ChatGPT is trained on human feedback. Users reward responses they like. They like responses that agree with them. So the AI learns to agree. This is not a bug. It is the business model.
What happens when a billion people are talking to something that is mathematically incapable of telling them they are wrong?
من المنتجات الرهيبة في @HUMAIN بمجال Agentic Cybersecurity solutions, شي جميل لمن تشوف منتجات من شباب سعوديين ويطلع بالنتيجة الرائعة هذي، كل التوفيق لهم. – at Riyadh, Kingdom of Saudi Arabia
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Malek Althubiany 🇸🇦 retweeted
إطلاق أداة Dopamine 3 لكسر حماية أنظمة iOS
تحديث جديد يتيح الـ Jailbreak لإصدارات iOS 17 و18 و26.0.1.
يمنح مختبري اختراق الهواتف تجاوز القيود الأمنية (Sandboxing)، وتسهيل التحليل الديناميكي واعتراض البيانات.
التحميل: ellekit.space/dopamine/التثبيت: ios.cfw.guide/installing-dop
Malek Althubiany 🇸🇦 retweeted
A new module is now live on Hack The Box Academy and Enterprise platforms: Red Team Mindset.
Built for offensive security learners, this medium-difficulty module explores the fundamentals of red teaming — what it is, why it matters, and how red team engagements are structured from start to finish.
Learn the differences between red teaming and penetration testing, understand the roles of red, blue, and white teams, and explore key concepts around engagement lifecycle, ethical obligations, communication strategies, and the evolving role of AI in adversary simulation.
Tier: 3
Difficulty: Medium
Category: Offensive
Start learning now >>> okt.to/37sjbu
#HackTheBox #HTBAcademy #RedTeam #OffensiveSecurity #Cybersecurity #CyberTraining #PenetrationTesting #AdversarySimulation #CyberSkills #InfoSec
Read “Breaking TLS 1.2: A Penetration Tester’s Guide“ by Malek Althubiany on Medium: medium.com/@althubianymalek/…
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“A penetration tester needs to perform Frida-based dynamic analysis on a non-jailbroken iOS…” by Malek Althubiany medium.com/@althubianymalek/…
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Malek Althubiany 🇸🇦 retweeted
كل يوم تنزل عشرات الابحاث والتقارير في مجال التحقيق الرقمي واستجابة الحوادث, المشكلة ان المحتوى المهم يضيع وسط العدد الكبير من الابحاث والتقارير, بنيت هالمشروع عشان يحل المشكلة, يراقب مئات المصادر بشكل دوري ويلخصها لك ويوصلك اللي يستاهل وقتك بشكل جاهز.
Hundreds of cybersecurity blogs, research reports, and advisories published every day. No one has time to read them all. And the one report that matters? It's buried somewhere in the noise.
That's why DFIR Radar exists.
We monitor the cybersecurity landscape around the clock. Every article is evaluated for DFIR relevance. Only what's genuinely useful makes it through. The rest never reaches your feed.
This feed is the result of that process. Every article is sourced, evaluated, and published only if it meets the standard.
If you find something we missed, our Discord community lets you contribute directly.
Discord community: discord.gg/rHkqgs53bF
Built by a practitioner who needed this to exist.
Follow once. Stay informed forever.
#DFIR_Radar
Malek Althubiany 🇸🇦 retweeted
مع كثرة الAI Agents صار سرعة التنقل بين المشاريع بشكل مرعب، اليوم جتني فكرة مشروع جانبي، حطيت الخطة ونفذتها خلال ساعات وانتهيت من المشروع.
كثير خايفين من فكرة الAI Agents ويترقب لين وين بيوصلون وهو مب قادر يواكب الفكرة او يحاربها، لازم تستوعب نقطة مهمة وهي الفارقة، الAI Agents زي Claude, ChatGPT وغيرهم لازم تتعامل معاهم كاداة تمكنك وليس بديلة لك.
الAI ماراح يوصل مرحلة معينة في التطور ويوقف، خلال الفترة الي راحت كل يوم نشوف اداة او ميزة جديدة توفرت، لا تحارب الفكرة وتكبر الفجوة الي عندك، جرب واحكم.