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Frequently Asked Questions

Yes! Check out cloud security events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the cloud security events taking place this week here. Plan ahead and join exciting meetups throughout the week.

Absolutely! Find cloud security events near your location here. Connect with your local community and discover events within your area.

Cloud Security Events Today

Join in-person Cloud Security events happening right now

Salsa, Bachata, Lindy Hop, Forró, African Dance Classes/Cours
Salsa, Bachata, Lindy Hop, Forró, African Dance Classes/Cours
EN (FR en bas): We're still accepting people in our classes. Join us!​ -step 1: Book here! -> [https://www.danceproject.be/reservations.html](https://www.danceproject.be/reservations.html) -step 2: Show up! [Schedule](https://www.danceproject.be/classes.html#schedule) Fees : [All info on trials, packs, subscriptions here](https://www.danceproject.be/classes.html#fees) Locations: -Rue Brialmont 7, Brussels Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1: From base to the dancefloor! When you come for the first time we go over the base & rhythm with you. Then you are included in the group and everybody learns the same new steps for which you just need the base. Practice makes perfect: just relax and enjoy Salsa, Bachata, Lindy Hop and/or Forró! Our group is very welcoming and looking forward to meet new dancers! Salsa, Bachata, Lindy Hop, Forró Roots I - 2: Ready to go deeper on Salsa, Bachata, Lindy Hop &/or Forró? Let's go! [https://www.danceproject.be/classes.html#improvers](https://www.danceproject.be/classes.html#improvers) Salsa, Forró Roots II - 3: Looking for #SalsaChallenge? Already familiar with Forró Root? We've got your back! [https://www.danceproject.be/classes.html#intermediates](https://www.danceproject.be/classes.html#intermediates) More info: -Web: [https://www.danceproject.be](https://www.danceproject.be) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project) \-\-\-\-\- FR: Nous acceptons encore de nouvelles personnes dans nos cours. Rejoins-nous ! -1ère pas : Fait ta réservation ! -> [https://www.danceproject.be/reservation.html](https://www.danceproject.be/reservation.html) -2ème pas : Vient danser ! [Horaire](https://www.danceproject.be/cours.html#horaire) Les prix : [Toutes les infos sur les essais, packs, abonnements ici](https://www.danceproject.be/cours.html#prix) Endroits : -Rue Brialmont 7, Bruxelles Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1 : De la base à la piste de danse ! Lorsque tu nous rejoins on voit la base et le rythme avec toi. Ensuite, tu es inclus dans le groupe et tout le monde apprend les mêmes pas pour lesquelles tu as juste besoin de la base. C'est en forgeant qu'on devient forgeron : détend-toi et profite la Salsa, de la Bachata, du Lindy Hop et/ou du Forró ! Notre groupe est très accueillant et a hâte de rencontrer de nouveaux danseurs ! Salsa, Bachata, Lindy Hop, Forró Roots I - 2 : Prêt à approfondir la Salsa, la Bachata, le Lindy Hop &/ou le Forró ? Allons-y! [https://www.danceproject.be/cours.html#inities](https://www.danceproject.be/cours.html#inities) Salsa, Forró Roots II - 3 : Tu cherches #DefiSalsa ? Tu connais déjà Forró Roots ? Nous sommes là pour toi ! [https://www.danceproject.be/cours.html#intermediaires](https://www.danceproject.be/cours.html#intermediaires) Plus d’info: -Web: [https://www.danceproject.be/fr.html](https://www.danceproject.be/fr.html) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project)
Board and card games at the Café
Board and card games at the Café
WHAT we play. As you know, we have two events, one more for social games on Thursday and another for **strategic games** on **Monday**. Depending on what people bring, we may play brainy games, not limited to chess and classic games. So, feel free to bring other ones. And this is only indicative. Some games like Decrypto fit both events, **and if people feel like playing a social game on Monday or a more strategic one on Thursday, they are free to do so.** WHERE. Because we have many strategic players on Monday and these games take longer, we moved to a café closing much later than the previous one. CHATBOX USE. In the event chatbox, you are invited to discuss the games you bring and want to play for this session. The idea is to gather people around game tables beforehand. Of course, it's also possible to show up and arrange this after the introduction round, which starts at 7h15. HOST. If you want to become a host and have your board game event for a specific game with a small group of people or in another place, Great! Let me know, and I'll help you set up your event with this group. Hosts don't pay fees. TIMING: Because strategy games are often longer, we gather at 7 pm and start at 7:15. So, those who play long games can have 3 hours and 30 minutes for their game. You can come later, but you may have to wait before joining a game. WHERE. We play upstairs. Ask which room at the bar downstairs. DRINK. You have to order a drink at the bar, pay for it, and come up with it. **PLEASE TAKE NOTE THAT, UNFORTUNATELY, THE AUTOBUS ACCEPTS CASH ONLY.** EVENT REGISTRATION. Please register to allow us adequate venue planning. IN CASE OF A WAITLIST. Please, out of respect for people on the waiting list, don't cancel later than 7 PM the day before so they can plan their evening correctly. If you are on the waiting list, please cancel your attendance if you change your mind and can no longer come. Don't hesitate to send me a message to comment or make suggestions! Take care and see you soon! Baudouin
Brussels: Speak with Confidence – Public Speaking Training by Dacia Toastmasters
Brussels: Speak with Confidence – Public Speaking Training by Dacia Toastmasters
Do you want to become a confident public speaker? To communicate better and connect? And have fun? Join **Dacia Toastmasters** for an inspiring evening of speeches, impromptu challenges and helpful feedback – all in a warm, international atmosphere. We are a supportive Toastmasters club where communication and leadership skills grow together – through practice, encouragement and community. Next meeting: 📅 First Monday of the month 🕗 19:00 – 21:00 (doors open at 18:45) 📍 Marriott Courtyard Brussels EU Rue Joseph II / Jozef-II straat, 1000 Brussels (Conveniently located near metro Arts-Loi / Kunst-Wet) Why join **Dacia Toastmasters**? ✔️ Practise public speaking with prepared speeches and quick-thinking exercises ✔️ Improve your communication and leadership skills ✔️ Receive constructive feedback in a positive setting ✔️ Meet a vibrant, multilingual community Our meetings are in English with a taste of Romanian and open to everyone. Whether it’s your first visit or your fiftieth, you’ll find a place to grow. Guests are always welcome. Just bring your curiosity. 📩 RSVP now and join us for a memorable evening!
Public Speaking and Leadership Training (FREE)
Public Speaking and Leadership Training (FREE)
Do you want to become a confident public speaker? To connect and communicate better with others? And have fun? Come and join the Atomium Toastmasters of Brussels! You'll find a supportive learn-by-doing environment. It doesn't matter if you are an experienced speaker or if you are a beginner. We are there to support you, to make you feel good about yourself and to help you learn in a way that's fun. Every event we have lovely Table Topic sessions (impromptu speeches) and 3 to 4 prepared speeches. Through practice, peer evaluation and educational tools, we learn how to present our messages effectively, concisely and professionally. After the meeting, we usually sit together and socialise at the bar “Le Petit Paris”. We are excited to welcome you every Monday if you became a member of the club. Atomic Team
Zumba Dance Fitness!
Zumba Dance Fitness!
FIJNSTOFMETERS / GELUIDSMETERS / DISPLAYS voor Sensor.Community
FIJNSTOFMETERS / GELUIDSMETERS / DISPLAYS voor Sensor.Community
INFLUENCAIR - INFLUENCAIR - INFLUENCAIR Afhankelijk van de interesse vergaderen vandaag over: 1. De opgewaardeerde luchtkwaliteit display (fijnstof), nu met web-interface, met opvolging voor 32 locaties met elk 4 sensoren, met interface naar project Telraam (verkeerstellingen). Dit is eigen ontwikkeling van InfluencAir, en suggesties voor aanpassingen & verbeteringen zijn mogelijk. De source van de software is public domain (GNU GPL V3) en is gepubliceerd op Github (displayPM_32x4) 2. Er kunnen in deze sessie stand-alone displays van 53cm lang worden gebouwd. Het materiaal daarvoor wordt ter beschikking gesteld voor een bijdrage van 40 euro per display. 3. Een doorontwikkeling van deze display resulteerde recent in een kleine LCD display voor gebruik thuis, met dezelfde mogelijkheden. Deze LCD display zal ook kunnen worden gebouwd, en het materiaal daarvoor wordt ter beschikking gesteld voor een bijdrage van 20 euro per display. 4. Natuurlijk kan je ook een (gebouwde & geteste) fijnstofmeter met SDS011 en BME280 meenemen uit deze sessie. De prijs hiervoor is 45 euro. 5. Dit is ook een voorbereidende vergadering over de DNMS: de achtergrond geluidsmeter van het Sensor.Community project. Indien hier interesse voor is, kan dit in groep worden gestart. Gelieve mij vooraf een bericht te sturen indien de DNMS je ding is !!! 6. Idem voor een fijnstofmeter rond de SEN55, i.p.v. de SDS011. De voordelen van zo'n meter zijn dat naast de PM2,5/PM10 en Temperatuur/Vochtigheid/Luchtdruk ook nog de PM1/PM4 en de VOS/NOx waarden worden gemeten. Ook hier vooraf een bericht sturen indien dit je interesse opwekt. 7. Mensen die een Mosquitto server willen opzetten, gekoppeld aan een database, voor opslag en uitlezen van de metingen van de nieuwe meter beschreven in punt 6 zijn ook altijd welkom ! Ook hier vooraf een bericht, a.u.b. Breng je laptop mee.
How to stay calm when life feels overwhelming
How to stay calm when life feels overwhelming
Monday 04 May MIR Concept Coffee Store ️\| Place Jourdan Life can feel overwhelming at times… If you’re longing for more safety, stability and inner calm, you’re not alone. We live in intense times, and our nervous systems often carry the weight of it. In this 1h30 workshop, you’ll learn and experience 3 simple yet powerful techniques to: ✨ regulate your nervous system ✨ reconnect with your body ✨ return to balance and ease Together, we’ll explore how to navigate difficult emotions, ground yourself, and cultivate inner peace, so that even when life feels uncertain, you can feel more steady, present and connected. 🧘‍♀️ A gentle space to slow down, breathe, and come back to yourself. — Facilitated by Eirini Kapsidou, life coach and spiritual guide based in Brussels, founder of Inspiring: Education and Coaching. With a PhD in cultural studies, training in Integrative Somatic Trauma Therapy, and a long-term exploration of spiritual practices (including shamanic traditions), she supports people in reconnecting with themselves, regulating emotions, and rediscovering inner peace, clarity and joy. 🌸 [Buy your ticket by clicking here 🎟️](https://www.mirconceptstore.com/event-details/how-to-stay-calm-when-life-feels-overwhelming?utm_source=ig&utm_medium=social&utm_content=link_in_bio&fbclid=PAZnRzaARTFL9leHRuA2FlbQIxMQBzcnRjBmFwcF9pZA8xMjQwMjQ1NzQyODc0MTQAAacRtgoKuZYqDQiUpJQuSY9HTbp65u2yaowmWJXfsAljmpN1SaqumE0kugGb1Q_aem_Rq7X16h2YilzeOOBj9UXIw) And see you soon at Mir Concept Café!

Cloud Security Events This Week

Discover what is happening in the next few days

TechTuesday at HSBXL: Hacker’s Night In
TechTuesday at HSBXL: Hacker’s Night In
Welcome to TechTuesday at HSBXL. It’s where tech enthusiasts hang out, projects get tinkered with, and the occasional debate over the best programming language ensues. Whether you’re an old hand at hacking or just dipping your toes: * **Chats & Code**: Engage in hushed tech tales, showcase your latest digital masterpiece, or simply bask in the mesmerizing rhythm of coders at work. * **Ambient Rhythms**: We curate a backdrop of everything from ambient rock to downtempo electronica. It sets the mood, enhancing the creativity without becoming a distraction. * **Refreshment Protocol**: Club Mate to fuel your creativity, assorted beers for contemplation, and soft drinks for a refreshing pause. Choose your brew. * **Machinery Magic**: Our space boasts more than just computers. Soldering irons hiss and 3D printers hum, telling tales of projects brought to life. * **Knowledge Exchange**: Encountered a tech puzzle? Someone in the room might have just the insight you need. And if you’ve unraveled a digital mystery, consider sharing it. **Note**: The beauty of HSBXL is its welcoming ethos. Member or not, if you’re curious and respectful, you’re one of us. ### Getting to HSBXL HSBXL, the beacon for tech enthusiasts in Brussels, awaits. For your navigational needs, check [here](https://hsbxl.be/enter/). Barrier issues? Broadcast at +32 28804004. For real-time digital dialogues, tap into our [Matrix chatroom](https://matrix.to/#/#hsbxl:matrix.org). ### Bring Along Your tech gear, a project in progress, or simply a mind open to the endless possibilities of tech. That’s TechTuesday at HSBXL. A laid-back evening where tech happens, naturally. See you there.
Open Coworking Day: Join and Cowork on Your Projects
Open Coworking Day: Join and Cowork on Your Projects
Join us for a full day of collaborative work at HSBXL! This event is open to everyone who enjoys working in a community environment, whether you're advancing on business ventures, freelance projects, or creative endeavors. Bring your laptops, your enthusiasm, and your projects to collaborate, learn, and share in the main room of our spacious hackerspace. During this **8-hour co-working event**, you'll have the opportunity to work on your project, ask for feedback, offer help to others, and if you wish, share your achievements at the end of the day. **Please Note**: While HSBXL has multiple rooms for various purposes, this coworking event is taking place in the main room. It's important to note that online meetings should be avoided during this event to prevent noise disturbance and to maintain a conducive work environment for everyone. \#\#\# What the day will look like: 1\. Introduction and setting up: Find a comfortable spot in the main room\, set up your workspace and grab a Club Mate\, soft drink\, or a coffee to get your day started\. 2\. Work Session: Dive into your project\, seek assistance\, and collaborate with others\. 3\. Sharing Session: Optional\, but encouraged\! Share what you've worked on\, your challenges\, and triumphs\. \#\#\# How to get to HSBXL: HSBXL is located in Brussels. For detailed instructions on how to get to the hackerspace, please visit [here](https://hsbxl.be/enter/). If you encounter any issues while trying to get in, you can contact us at +32 28804004. Please note that the phone is inside the space. Alternatively, you can also reach out to us in our [Matrix chatroom](https://matrix.to/#/#hsbxl:matrix.org). \#\#\# Requirements Please bring your laptop, and if you have, an extension cord. The space has WiFi, but having your own internet backup solution can also be useful. Join us at this **8-hour co-working day** in the main room of HSBXL, and we hope you'll have made progress on your projects, learned something new, and most importantly, enjoyed the power of community collaboration. Whether you're a freelancer, entrepreneur, or creative, we welcome you to this day of productivity, sharing, and collaboration.
29th Belgium NLP Meetup
29th Belgium NLP Meetup
**Now that Claude Code is writing our software, what are you doing with all that free time?** Here's an idea: come spend it with us at the next Belgium NLP Meetup! Our next event will take us back to **BeCentral**, Brussels' prime digital campus, where we're hosted by our friends at Campfire AI. Go ahead and schedule that long Claude job for the evening of **May 5th**. Doors open at 7pm for pizza, talks are planned between 7.30pm and 9pm, and after that there's more time for networking and drinks. The first two talks of the evening are already confirmed. The final presentation will be added in the coming weeks. **Small, specialized, agentic – One Year of Fine-tuning Local Vision LLMs.** *Adriaan Lemmens & Ilia Breitburg (Klassif.AI)* Local LLMs are getting better each year. The smaller the model, the more impressive. While the big labs' closed models still win as generalists, we've been working on fine-tuning our own specialist for enterprise document processing on top of an open-weights base, adapted for use in our custom agent harness and for visual layout reasoning. Recent iterations come within spitting distance of much larger models at a fraction of the size and token usage. In this talk, we share why and how we did it, as well as what it means for how we build efficient agentic systems at Klassif.ai even with hosted models. **Why NLP is More Alive Than Ever in the Age of LLMs.** *Tomas Staelens & Jean-Charles Nadé (Campfire AI)* The hype surrounding Generative AI has led many to believe that traditional NLP is a thing of the past, but the reality on the ground is different. In this talk, Tomas and Charly dive into why "just prompting it" often fails in enterprise environments where cost and ROI are non-negotiable. They will showcase the synergy between NLP and LLMs and argue that the future belongs to a hybrid architecture. Finally, they will share practical patterns for using NLP as a guardrail and optimizer for AI workflows. **Building AI‑native agentic extraction for commercial leases: the grown‑up path** *Frederik Durant (Reavant)* The art of agentic engineering is transforming the software development life cycle at an unprecedented pace. In this new arms race, AI engineers, software architects, and DevOps practitioners are expected to deliver 10x the impact without compromising quality or accountability. In this talk, Frederik will candidly describe his human experience so far navigating this professional identity shift. Additionally, he will show how his company Reavant built an agentic extraction system for complex tenancy documents, and what this taught him about going truly AI‑native.
18. Treffen Purple Elbe Security User Group
18. Treffen Purple Elbe Security User Group
Willkommen bei der Cyber Security User Group "Purple Elbe" in Hamburg. Am **Mittwoch**, 06.05.2026 19:00 Uhr, treffen wir uns bei glueckkanja AG in Hamburg. Vortragssprache: **Deutsch** **Agenda** * Begrüßung * Security News * **Compliant Network and Tenant Restrictions: GSA-features already covered by your license** The Microsoft Traffic Forwarding Profile is included in Entra ID P1 – and therefore already licensed for most organizations running Microsoft 365 E3, E5, or Business Premium. This session shows what you can actually do with it beyond basic traffic routing. We will touch the logging and SWG coexistence benefits before we dive into token replay protection via the Compliant Network check and Universal Tenant Restrictions as a network-level DLP control for external tenant access. In this session, my focus will be—in addition to covering the basics—on practical tips for getting started, and of course, there will be demos as well. *\- Christopher Brumm* * Gemeinsamer Austausch (mit Pizza und Getränken für alle vor Ort) Wir freuen uns auf deine Teilnahme. Die Teilnahme ist hybrid möglich. **Anreise** Mit den Öffentlichen an der Sierichstraße (U3) aussteigen oder wenn Ihr mit dem Auto kommt gibt es im "Parkhaus Krohnskamp Hamburg" Parkplätze in der direkten Umgebung.
SUNDAY Coffee Morning - 10:00 @The Unusual
SUNDAY Coffee Morning - 10:00 @The Unusual
This coffee morning event is @ The Unusual Café! Sunday, 10 May 2026, from 10:00 - 12:30. It's limited to 30 attendees. Therefore, please, **cancel if you can't join anymore.** The Unusual opened its doors in February 2025. It's a wonderful specialty coffee bar that also specialises in Belgian hot chocolates. Each month, they create a new special hot chocolate. It's run by a super nice staff that has created **a community place** that is more than just a café. **The Instagram channel:** https://www.instagram.com/theunusual.brussels/ **Website:** https://theunusual.be/ **The address is:** The Unusual [Rue Montagne aux Herbes Potagères 49](https://maps.app.goo.gl/2JZKjKSQ43GAwebs5) 1000 Brussels *** 1. The **prime time** of the event is **10:00 - 12:00**. That's when most people will be there. 2. If you intend **to join past 12:00** (high noon), then there is no need to register. Just come and join! 3. **DON'T forget to cancel** if you can't join! 4. **Please, be respectful towards each other during the event. (And after ;))** As always, feel free to **follow us on INSTAGRAM!** [https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==](https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==) **THE STRUCTURE of THE EVENT:** * I will post the event on Saturday/Sunday evening for the following Saturday. * I send out a reminder to everyone on Friday. * There is sometimes a waiting list. * In case RSVP is closed (once there are 10-15 people on the waiting list), I might reopen it on Friday, depending on the number of cancellations in the meantime. * **For everyone on the waiting,** please check your status and messages on Friday evening the latest. I message everyone on the waiting list on Friday. * **Please, move to "not going" AS SOON AS you know that you can't come anymore, that includes everyone who is on the waiting list.** **IMPORTANT:** * **Please, be respectful towards each other during the event. (And after ;))** * When you register yourself, be careful not to register accidentally a +1 guest (unless you bring a guest). It happens very often. * If you have any questions then, message me. *** **A MESSAGE FOR NEWCOMERS:** *In the three years of hosting this coffee group, I have met many people who struggle with anxieties when coming to an event for the first time. Sometimes, it took them more than one attempt before being able to join.* *Occasionally, people reach out to me before the event, and I have always been grateful for that as it offers the opportunity to communicate with each other and to find the best and most gentle way for that person to join the group.* *I would like to encourage everyone who struggles with this to contact me before. It would really be too bad if you can't join us, as it mostly gets better the second or third time you come.* *In addition to that, if you arrive and notice any signs of nervousness or fear, you can always let me know right then.* **THANK YOU AND SEE YOU ALL ON Saturday!**
🌇 Rooftop Sunset Drinks @ Place Jourdan
🌇 Rooftop Sunset Drinks @ Place Jourdan
**Afterwork vibes. Sunset views. Great people.** Join us this Thursday for a relaxed rooftop evening above the EU district — the perfect way to unwind after work, meet like-minded internationals, and enjoy Brussels from a different perspective. This is a **small, curated gathering** to keep things social, easy, and high quality. *** ## ✨ What to expect * 🌇 Beautiful **sunset views over Brussels** * 🍹 Stylish rooftop bar (cocktails, wine, softs available) * 🧑‍🤝‍🧑 Friendly group of people * 🎶 Chill, classy atmosphere (not a loud party) *** ## 📍 Practical info * **Location:** Sofitel Brussels Europe * **Meeting point:** Rooftop (enter Sofitel and take the lift) * **Time:** After work (see event time) * **Group size:** **Max. 15 participants** *** ## 🎟️ Reservation required (important) To ensure a smooth experience and avoid overcrowding, **a reservation is required**. * **Explorer members:** €5 to secure your spot * **Voyager & Ambassador members:** Included (free reservation) 👉 **Spots without reservation are not guaranteed** *** ## ⚠️ Good to know * Drinks are **paid individually at the bar** * Limitedty → first come, first served * This is a **social rooftop evening**, not a party *** ## 🌍 About Sunday Vacations A community of internationals in Brussels connecting through experiences, travel & good vibes. *** **Come for one drink… stay for the people ✨**
Access Bars or Reiki at the Commons Hub (30min or 1h session)
Access Bars or Reiki at the Commons Hub (30min or 1h session)
**Experience Deep Relaxation & Mental Clarity with Access Bars®** ​Imagine letting go of stress, overthinking, and emotional blocks—effortlessly. Access Bars® is a gentle, hands-on technique that activates 32 points on your head, helping to release stored thoughts, beliefs, and tension, leaving you feeling lighter, clearer, and more at ease. **Reiki** is a gentle, non-invasive practice that supports deep relaxation, nervous system regulation, and energetic rebalancing. It can help release stress, quiet mental overload, and restore a greater sense of clarity and ease. ​ ​Your Session ​️ Duration: 30min or 60min in total ​ In-Person Only – Feel the full benefits in a calm and welcoming space. ​ ​ Investment in Your Well-being: ​30-min session: 25 EUR or 2 Common Hub Tokens (2 CHT) ​60-min session: 50 EUR or 4 Common Hub Tokens (4 CHT) ​ ​Book your session now and give yourself the gift of relaxation, clarity, and renewed energy! ✨ Booking: [https://koalendar.com/e/access-bars-CHB](https://koalendar.com/e/access-bars-CHB) If you are interested in a session in another time slot, send me a private message and we can book it. **About Your Host:** ​​​This experience is guided by Mara [Regina](https://linktr.ee/reginadgaia) D'Gaia, holistic therapist and access bars practitioner. ​​​ Contact: [integractiveconnections@gmail.com](http://integractiveconnections@gmail.com) https://livingbloom.life ​​​ Follow on Instagram: [@reginadgaia](http://www.instagram.com/reginadgaia)

Cloud Security Events Near You

Connect with your local Cloud Security community

Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
Building Agents with Microsoft Agent Framework
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
OWASP Toronto May 2026: CMD+CTRL Cyber Range
OWASP Toronto May 2026: CMD+CTRL Cyber Range
Join us on Wednesday, May 13, 2026, from 6-8 PM EDT, for a unique and challenging event featuring the CMD+CTRL Cyber Range. OWASP Toronto is happy to host a Cyber Range event with CMD+CTRL! CMD+CTRL Cyber Ranges are intentionally vulnerable applications and websites that tempt players to steal money, view their boss’s salary, acquire expensive items for free, and conduct other nefarious acts. **Bring your laptop to participate in-person, or join virtually!** * In-person: In person: Security Compass, 325 Front Street West, Unit 103, Toronto, ON * Online: See registration below **You MUST register on the following site to participate:** https://web.cmdnctrlsecurity.com/owasp-toronto-register
CBusData - Practical AI for Power BI Developers
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.
Inside the Modern Threat Landscape: How Attackers Weaponize Trust
Inside the Modern Threat Landscape: How Attackers Weaponize Trust
What does a trojan look like when it has over 900k+ combined installs and a Forbes write-up? Exactly like a legitimate Chrome extension. This session presents a technical dissection of two Chrome extensions, each with over one million active installations — that functioned as trojans in production environments, evading detection while operating through entirely legitimate browser APIs. These were not obscure tools. They were widely trusted, actively recommended, and covered by mainstream press before their malicious behavior was fully understood. We will walk through the actual source code of both extensions, showing precisely how the malicious functionality was constructed, concealed, and executed at scale. This analysis anchors a broader examination of how modern compromises actually succeed. Drawing on aggregated real-world incident data, we identify the technique categories currently delivering the highest adversary return, and why they keep working. Spoiler: it's rarely a zero-day. It's trust. The Chrome extension deep-dive will cover: * Line-by-line source analysis of how malicious functionality was embedded within working, useful software * Which browser permission scopes were abused, and why a million users — and their IT teams — didn't see it coming * The behavioral and structural indicators that distinguish a trojan extension from a legitimate one, and how to operationalize detection around them This session closes with a practical defensive prioritization framework built around observed attacker behavior: which mitigations are measurably reducing risk in production environments, which are consuming budget without impact, and a scoring methodology your team and leadership can apply immediately. **Source material:** Primary analysis of extension source code, corroborated by reporting from Forbes and other established outlets. **What this is not:** A vendor pitch, a speculative threat narrative, or a surface-level breach retrospective. **Who should attend:** Security architects, AppSec and cloud security practitioners, blue team leads, threat hunters, browser security practitioners, and security leaders responsible for prioritizing risk and investment decisions.
BeComing Circle Initiates
BeComing Circle Initiates
http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow
Sunday Brunch
Sunday Brunch
Sleep in on Sundays. When you've had your fill of pajama-time, roll out and have some tasty brunch with your fellow Humanists!