Prabith Gupta

wannabe entrepreneur | Innovator | AKA ad0lphus 🐺 | Malware Analyst | Reverse engineering with @teambi0s 👨‍💻

[Western Command - Indian Army @westerncomd_IA]

#StrongAndCapable
#EverWestwards
#InServiceOfTheNation
#ExcellenceInSports

Western Command Basketball Championship 2025–26 was conducted at Patiala Military Station.
Eleven teams participated in the competition and in a fiercely contested final match, 15 Inf Div won the championship.
The tournament provided strong impetus to sporting culture, encouraged youth participation and fostered true sportsmanship, camaraderie and teamwork.

“श्रेयांसि बहु विक्रान्ति पुनरागमनं क्रमात्।” - Repeated practice leads to excellence.

#KhargaCorps
@adgpi
@prodefencechan1

[Army Training Command, Indian Army @artrac_ia]

"𝐅𝐫𝐨𝐦 𝐂𝐲𝐛𝐞𝐫 𝐏𝐫𝐨𝐝𝐢𝐠𝐲 𝐭𝐨 𝐀𝐫𝐦𝐲 𝐎𝐟𝐟𝐢𝐜𝐞𝐫 : 𝐀 𝐓𝐚𝐥𝐞 𝐨𝐟 𝐏𝐚𝐭𝐫𝐢𝐨𝐭𝐢𝐬𝐦"

Born in Palakkad, Kerala, Prabith GS was instilled with #Resilience and #Core values that shaped his destiny. A #Cybersecurity prodigy, he joined Team bios, the Cyber Security Research Club, where his skills flourished. His ambitions led him to research at Germany's Max Planck Institute, surrounded by top Scientists and aiming for the Pinnacle of Global acclaim—yet his heart yearned for a greater calling - 𝐒𝐞𝐫𝐯𝐢𝐧𝐠 𝐈𝐧𝐝𝐢𝐚 𝐢𝐧 𝐔𝐧𝐢𝐟𝐨𝐫𝐦

Clearing the #SSB, Allahabad with merit whilst in Germany, he prioritised #National devotion over lucrative offers and joined the Officers Training Academy, #OTA, Gaya.

After 11 months of rigorous Training, he now stands proudly in the #IndianArmy uniform. Prabith's story proves true fulfilment lies not in pay or prestige, but in answering the #Nation's call—for him, the #Army was the ultimate #Destination.

Instagram - https://t.co/pn5LG0s0Bw

Facebook - https://t.co/jhMNGCsiCI

#OTAGaya
#ARTRAC
#IndianArmy
@adgpi

[Marcel Böhme👨‍🔬 @mboehme_]

Before we announce the exciting keynotes for #FUZZING'24, we found some time to upload the recordings for the last two years by Abhishek Arya (@infernosec), @AndreasZeller, Cristian Cadar (@c_cadar), and Kostya Serebryany (@kayseesee).

//@lszekeres, @baishakhir, @yannicnoller.

[Niklas Risse @niklas2484]

LLMs recently achieved impressive results on vulnerability detection datasets -- but how good are they really?

I will be presenting our paper today at the USENIX Security Symposium, 3:15 PM in Salon H. I’ll be around for discussion after -- would love to hear your thoughts!

[Sakana AI @SakanaAILabs]

Introducing The AI Scientist: The world’s first AI system for automating scientific research and open-ended discovery!

https://t.co/jC7g5GPVsE

From ideation, writing code, running experiments and summarizing results, to writing entire papers and conducting peer-review, The AI Scientist opens a new era of AI-driven scientific research and accelerated discovery.

Here are 4 example Machine Learning research papers generated by The AI Scientist.

We published our report, The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery, and open-sourced our project!

Paper: https://t.co/lTQ8UenFHk
GitHub: https://t.co/Im53whVeAq

Our system leverages LLMs to propose and implement new research directions. Here, we first apply The AI Scientist to conduct Machine Learning research. Crucially, our system is capable of executing the entire ML research lifecycle: from inventing research ideas and experiments, writing code, to executing experiments on GPUs and gathering results. It can also write an entire scientific paper, explaining, visualizing and contextualizing the results.

Furthermore, while an LLM author writes entire research papers, another LLM reviewer critiques resulting manuscripts to provide feedback to improve the work, and also to select the most promising ideas to further develop in the next iteration cycle, leading to continual, open-ended discoveries, thus emulating the human scientific community. As a proof of concept, our system produced papers with novel contributions in ML research domains such language modeling, Diffusion and Grokking.

We (@_chris_lu_, @RobertTLange, @hardmaru) proudly collaborated with the @UniOfOxford (@j_foerst, @FLAIR_Ox) and @UBC (@cong_ml, @jeffclune) on this exciting project.

[Prabith Gupta @Ad0lphu5]

@Tr3x__ 🔥🔥

[Adhithya Suresh Kumar @amun_rha]

I wrote a blogpost and a tool on how to abuse Vectored Exception Handling (VEH) along with indirect syscalls to produce legitimate call stack without manually constructing them.

Blog Link: https://t.co/zLCtetcPaY
Tool Link: https://t.co/AHdJgZB99O

[Morten Just @mortenjust]

No library or anything, it's a native part of some future version of Chrome

[celeste @vmfunc]

okay, hear me out. it's NOT hard to achieve whatever you're pursuing in life. whatever you're trying to do right now, anyone with a braincell and an internet connection can do it. the difference between them and you is that they're taking consistent action every single day. they're not just dreaming or talking about it; they're grinding, learning, and adapting. they're willing to fail, learn from those failures, and keep pushing forward. they don't let fear or doubt paralyze them. they're seeking out knowledge, connecting with mentors, and leveraging resources. success isn't reserved for the exceptionally gifted or lucky; it's for those who are relentless, resilient, and resourceful. stop overthinking, start executing, and watch how quickly things start to change. it's not about being perfect but it's about making progress, however small, every day. you have the tools, you have the capability. now, it's time to take action and make it happen.

EVERYONE faces obstacles and setbacks, but the ones who succeed are those who view these challenges as opportunities to grow. they don't waste time on excuses or blame; they take ownership of their journey and stay focused on their goals. they're not afraid to step out of their comfort zones and take risks, knowing that real growth happens when you push beyond your limits. they understand that every step forward, no matter how small, brings them closer to their dreams. they're not waiting for the perfect moment; they're making the moment perfect by taking action now. they prioritize their time, cut out distractions, and stay disciplined. they're not bogged down by analysis paralysis; they make decisions, learn from the outcomes, and keep moving forward. so, if you're serious about achieving your goals, stop waiting for a miracle and start creating your own. the only thing standing between you and your success is the action you're willing to take. make today the day you start making your dreams a reality.

there's a reason why I went from being a depressed, loser girl with no future ahead to someone who's actually taking action on myself, someone who moved to a new country by themselves and someone who can finally say they're making money. and all of that within 6 months. it's not because I suddenly became smarter or luckier; it's because I decided to stop making excuses and start taking control of my life. I set clear goals, broke them down into actionable steps, and committed to working on them. I faced my fears head-on, embraced the discomfort of change, and refused to let setbacks define me. I surrounded myself with positive influences, sought out mentors, and consumed knowledge like my life depended on it, and guess what...... because it did.

the only person who could change my life was me, and I wasn't going to wait around for someone else to save me. I took risks, made sacrifices, and stayed focused on my vision. I learned to be patient with myself, understanding that progress takes time and that every small step forward is a victory. I stopped comparing myself to others and started competing with the only person who actually matters: myself.

I found strength in my struggles and I continue to use my past as fuel to drive me forward. I celebrate my wins, no matter how small, and use them as fuel to keep going. I keep my eyes on the prize, staying disciplined and determined even when the road gets tough.

you are NOT alone, you are NOT hopeless, and you are NOT stuck. there are countless people out there who've faced similar challenges and emerged stronger. you have a community of dreamers, doers, and fighters who understand what you're going through and are cheering for your success. reach out, connect, and find your tribe. share your journey, your struggles, and your triumphs. you’ll find that support and encouragement can come from the most unexpected places.

life is full of ups and downs, but it’s the persistence through the downs that defines your path. stay committed to your vision, keep pushing forward, and don’t let temporary setbacks deter you from your ultimate destination. your dreams are within reach if you’re willing to work for them.

so take a deep breath, gather your strength, and step boldly into your future. you have the power to change your narrative, to create a life that excites and fulfills you. believe in your potential, take consistent action, and watch as you transform into the person you’ve always aspired to be. your journey is uniquely yours, and every step you take is a testament to your resilience and determination.

[Hauntaarr33 @hauntaarr33]

I have spent the last year building MalSearch the world's largest Malware Source Code Search Engine.🔥🔥

We are planning to add thousands of malware source code projects over the next couple months.

Check it out: https://t.co/rupevo7m0s

[Prabith Gupta @Ad0lphu5]

@gaushn_ @deep_chem @rbhar90 Congratulations man ✨

[vx-underground @vxunderground]

The xz situation is absolutely insane and almost certainly state sponsored.

This is an excellent example of a widely used software being maintained by basically one person.

Read this web article and then frown and become sad.

https://t.co/0nHEh7hsBY

[Miguel Piedrafita ✨ @m1guelpf]

C is now illegal

https://t.co/9lhaGQr4vi

[teambi0s @teambi0s]

Exciting news!
Registration for bi0sCTF 2024 is officially OPEN! Join us in the ultimate cyber battleground. Don't miss out on the action, sign up now at https://t.co/7bMEciTk9q

#bi0sctf #CTF #CyberSecurity

[teambi0s @teambi0s]

Reflecting on 2023, our cybersecurity journey continues to evolve, overcoming challenges and achieving remarkable milestones. We've stayed strong, learned and grown together as a team. Check out our Year in Review for more insights into our team.

https://t.co/YxFYtOWJ8O

[Prabith Gupta @Ad0lphu5]

@_abhiramkumar I've been doing this 21-minute meditation routine, and it's been surprisingly great! So thought of sharing it with you :)) @_abhiramkumar

https://t.co/RNFhhIkhBf

[Prabith Gupta @Ad0lphu5]

Life update: Started meditating for an hour, each evening! Only a few days in, but I feel more focused on my projects, more productive and less distracted.

Always wanted to meditate regularly, struggled till now. Finally realised, a strong 'why' can make anything possible!

[Mistral AI @MistralAI]

magnet:?xt=urn:btih:5546272da9065eddeb6fcd7ffddeef5b75be79a7&dn=mixtral-8x7b-32kseqlen&tr=udp%3A%2F%https://t.co/uV4WVdtpwZ%3A6969%2Fannounce&tr=http%3A%2F%https://t.co/g0m9cEUz0T%3A80%2Fannounce

RELEASE a6bbd9affe0c2725c1b7410d66833e24

[Prabith Gupta @Ad0lphu5]

I envision an Ironman-like Jarvis becoming a reality through something like Google Glasses(?) in the near future! It's insane 🤯

[Sundar Pichai @sundarpichai]

Seeing some qs on what Gemini *is* (beyond the zodiac :). Best way to understand Gemini’s underlying amazing capabilities is to see them in action, take a look ⬇️

[Kyunghyun Cho @kchonyc]

if you trust @GoogleDeepMind Gemini about itself, it has 1.56 trillion parameters and cost Google $1-2billion (as opposed to GPT-4 which cost OpenAI $500M.) there were more than 100 engineers in the team who worked on Gemini.

jailbreak by 한국어
🤣🤣🤣

https://t.co/YIPfaUzX19

[Stelfie the Time Traveller @StelfieTT]

Wtf.
A new code has been released, and it´s open to everyone.

https://t.co/nzSMcvxDGS