Neural Networks #6: WaveNet
⏰ 13:00-15:00 Sunday, Jun 08
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN
Entrance: free
Host: @Mike_Went
Speaker: @gustawdaniel
We take the 2-layer MLP from the previous event and make it deeper with a tree-like structure, arriving at a convolutional neural network architecture similar to the WaveNet (2016) from DeepMind. Along the way we get a better sense of torch.nn and what it is and how it works under the hood.
Bring your laptops with Jupyter.
This is an advanced course, we assume that you have basic python, algebra and calculus knowledge.
👉 Register here (optional): https://meetu.ps/e/NYWqc/vScFh/i
⏰ 13:00-15:00 Sunday, Jun 08
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN
Entrance: free
Host: @Mike_Went
Speaker: @gustawdaniel
We take the 2-layer MLP from the previous event and make it deeper with a tree-like structure, arriving at a convolutional neural network architecture similar to the WaveNet (2016) from DeepMind. Along the way we get a better sense of torch.nn and what it is and how it works under the hood.
Bring your laptops with Jupyter.
This is an advanced course, we assume that you have basic python, algebra and calculus knowledge.
👉 Register here (optional): https://meetu.ps/e/NYWqc/vScFh/i
Meetup
Neural Networks: Zero to Hero - Building a WaveNet., Sun, Jun 8, 2025, 1:00 PM | Meetup
**Building makemore Part 4: Becoming a Backprop Ninja**
We following a course created by Andrej Karpathy on building neural networks, from scratch, in code.
We start with
We following a course created by Andrej Karpathy on building neural networks, from scratch, in code.
We start with
Coworking Event
⏰ 16:00-22:00 Thursday, Jun 19
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU/EN
Entrance: donation
Host: @klntsky
A coworking event: let's bring our laptops and work on something at the space, or just chat. No calls please.
⏰ 16:00-22:00 Thursday, Jun 19
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU/EN
Entrance: donation
Host: @klntsky
A coworking event: let's bring our laptops and work on something at the space, or just chat. No calls please.
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Vibecode Evening Party
⏰ 17:00-23:00 Friday, June 27
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU/EN
Entrance: any donation
Hosts: @sntxerror @klntsky
Bring your laptops and let's vibecode something. At the end of the event, there will be an opportunity to present the result.
I will try to vibecode a kernel. If you don't have a project, we have a few TODOs for our bot.
⏰ 17:00-23:00 Friday, June 27
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU/EN
Entrance: any donation
Hosts: @sntxerror @klntsky
Bring your laptops and let's vibecode something. At the end of the event, there will be an opportunity to present the result.
I will try to vibecode a kernel. If you don't have a project, we have a few TODOs for our bot.
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Hacker Swap
⏰ 18:00-22:00 Friday, July 11
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU/EN
Entrance: any donation
Hosts: @klntsky
Hacker Swap is a place to exchange your unused items: hardware parts, clothes, devices, synths, or anything, really.
If you don't have anything, you should still come for a chat. Bring snacks.
Dress code: see the picture attached
⏰ 18:00-22:00 Friday, July 11
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU/EN
Entrance: any donation
Hosts: @klntsky
Hacker Swap is a place to exchange your unused items: hardware parts, clothes, devices, synths, or anything, really.
If you don't have anything, you should still come for a chat. Bring snacks.
Dress code: see the picture attached
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🚪 Open Doors Day 🎉
⏰🗓 18:00-22:00 Friday, July 18
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky @sntxerror
Please come and visit F0RTHSP4CE!
That's a great opportunity to chat with us and get to know more about the community, our space and hackerspaces in general. Bring yourself, good vibes, cool ideas and snacks
⏰🗓 18:00-22:00 Friday, July 18
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky @sntxerror
Please come and visit F0RTHSP4CE!
That's a great opportunity to chat with us and get to know more about the community, our space and hackerspaces in general. Bring yourself, good vibes, cool ideas and snacks
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🚪 Open Doors Day 🎉
⏰🗓 18:00-23:00 Friday, July 25
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky @cofob
Please come and visit F0RTHSP4CE!
That's a great opportunity to chat with us and get to know more about the community, our space and hackerspaces in general! Bring yourself, good vibes, cool ideas and snacks!
UPD: we'll watch Lain
⏰🗓 18:00-23:00 Friday, July 25
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky @cofob
Please come and visit F0RTHSP4CE!
That's a great opportunity to chat with us and get to know more about the community, our space and hackerspaces in general! Bring yourself, good vibes, cool ideas and snacks!
UPD: we'll watch Lain
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Ethereum turns 10 🎉
⏰🗓 19:00-22:00 Wednesday, July 30
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky
On July 30, 2015, the Ethereum blockchain was born. The moment the genesis block was mined, it enabled new possibilities for the internet, bringing transformative changes to finance, ownership, and programmability.
On July 30, 2025, we are celebrating ten years of Ethereum.
Bring snacks and good vibes!
⏰🗓 19:00-22:00 Wednesday, July 30
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky
On July 30, 2015, the Ethereum blockchain was born. The moment the genesis block was mined, it enabled new possibilities for the internet, bringing transformative changes to finance, ownership, and programmability.
On July 30, 2025, we are celebrating ten years of Ethereum.
Bring snacks and good vibes!
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Make robot wars, not war
⏰🗓 19:00 Sunday, August 3
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
🫨 Не смогли нас найти? Пишите!
Language: RU
Entrance: free
Host: @dettlaff_zero
Мы сделали робота для битвы роботов в Тбилиси и заняли первое место.
В воскресенье делимся впечатлениями, расскажем, что происходило за кулисами, посмотрим бои и обсудим все фатальные недостатки конструкции.
Ещё повозим робота по полу спейса, скормим ему старый макбук а сами поедим пиццу.
⏰🗓 19:00 Sunday, August 3
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
🫨 Не смогли нас найти? Пишите!
Language: RU
Entrance: free
Host: @dettlaff_zero
Мы сделали робота для битвы роботов в Тбилиси и заняли первое место.
В воскресенье делимся впечатлениями, расскажем, что происходило за кулисами, посмотрим бои и обсудим все фатальные недостатки конструкции.
Ещё повозим робота по полу спейса, скормим ему старый макбук а сами поедим пиццу.
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F0RTHSP4CE
Make robot wars, not war ⏰🗓 19:00 Sunday, August 3 📌 F0RTHSP4CE, Ana Kalandadze, 5 👉🚪How to get to the entrance 🫨 Не смогли нас найти? Пишите! Language: RU Entrance: free Host: @dettlaff_zero Мы сделали робота для битвы роботов в Тбилиси и заняли первое…
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Blind SQL Injection hands on workshop
⏰🗓 20:15 - 21:15 Thursday, August 7
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU
Entrance: free
Host: @curiv
Напишем маленькое API, которое будет уязвимо к SQL-инъекции через параметр запроса. С помощью утилиты sqlmap проведем эксплуатацию уязвимости, а также напишем свою утилиту на python, которая будет автоматически извлекать данные посредством Time-Based подхода.
Берите с собой ноутбук, если хотите поковыряться сами.
Cheatsheets:
https://github.com/swisskyrepo/PayloadsAllTheThings/blob/master/SQL%20Injection/PostgreSQL%20Injection.md
⏰🗓 20:15 - 21:15 Thursday, August 7
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU
Entrance: free
Host: @curiv
Напишем маленькое API, которое будет уязвимо к SQL-инъекции через параметр запроса. С помощью утилиты sqlmap проведем эксплуатацию уязвимости, а также напишем свою утилиту на python, которая будет автоматически извлекать данные посредством Time-Based подхода.
Берите с собой ноутбук, если хотите поковыряться сами.
Cheatsheets:
https://github.com/swisskyrepo/PayloadsAllTheThings/blob/master/SQL%20Injection/PostgreSQL%20Injection.md
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👾 3D Night: Generative projection mapping techniques
⏱️ 8:00PM, Sunday, August 10
📍 5 Ana Kalandadze St, Tbilisi, F0rthsp4ce
👉🚪 How to get to the entrance
Language: EN
Speaker: @drmbt
Host: @sntxerror
Entrance: Donation to F0
This week a friend and avid touch designer artist Vincent Naples will share process and techniques for creating pre-rendered and realtime visual content for projection mapping on architecture, art and murals using a combination of traditional VFX and generative AI tooling.
⏱️ 8:00PM, Sunday, August 10
📍 5 Ana Kalandadze St, Tbilisi, F0rthsp4ce
👉
Language: EN
Speaker: @drmbt
Host: @sntxerror
Entrance: Donation to F0
This week a friend and avid touch designer artist Vincent Naples will share process and techniques for creating pre-rendered and realtime visual content for projection mapping on architecture, art and murals using a combination of traditional VFX and generative AI tooling.
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Linux Local Privilege Escalation workshop
⏰🗓 20:30 - 21:30 Th, August 14
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU
Entrance: free
Host: @curiv
Поковыряем виртуальную машину с уязвимостями. Покидаем реверс-шеллы, рассмотрим основные векторы повышения привилегий до root и опробуем их на практике. На месте выдам доступ до виртуальной машины virtualbox. Берите с собой ноутбук, если хотите поковыряться сами.
Let's poke around a virtual machine with vulnerabilities. We'll leave the reverse shells, consider the main vectors of increasing privileges to root and try them out in practice. I'll give you access to the virtualbox virtual machine on the spot. Take your laptop with you if you want to poke around yourself.
⏰🗓 20:30 - 21:30 Th, August 14
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU
Entrance: free
Host: @curiv
Поковыряем виртуальную машину с уязвимостями. Покидаем реверс-шеллы, рассмотрим основные векторы повышения привилегий до root и опробуем их на практике. На месте выдам доступ до виртуальной машины virtualbox. Берите с собой ноутбук, если хотите поковыряться сами.
Let's poke around a virtual machine with vulnerabilities. We'll leave the reverse shells, consider the main vectors of increasing privileges to root and try them out in practice. I'll give you access to the virtualbox virtual machine on the spot. Take your laptop with you if you want to poke around yourself.
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👾 3D Night. Punching Above Your Weight: From Zero to Node-Coding in TouchDesigner and ComfyUI
⏱ 8:00PM, Wednesday, August 20
📍 5 Ana Kalandadze St, Tbilisi, F0rthsp4ce
Speaker: @LuMpX
Host: @sntxerror
Level: Any
Language: EN
Entrance: Donation to f0rthsp4ce
With just a short burst of obsession, going from staring blankly at node graphs to weaving together interactive visuals, AI workflows, and real-time magic. Our friend Flow will share a personal story about his journey to Touch Designer and ComfyUI.
⏱ 8:00PM, Wednesday, August 20
📍 5 Ana Kalandadze St, Tbilisi, F0rthsp4ce
Speaker: @LuMpX
Host: @sntxerror
Level: Any
Language: EN
Entrance: Donation to f0rthsp4ce
With just a short burst of obsession, going from staring blankly at node graphs to weaving together interactive visuals, AI workflows, and real-time magic. Our friend Flow will share a personal story about his journey to Touch Designer and ComfyUI.
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🚪 Open Doors Day 🎉
⏰🗓 18:00-23:00 Sunday, Aug 17
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky @DefinitelyNotAWeeb
Please come and visit F0RTHSP4CE!
That's a great opportunity to chat with us and get to know more about the community, our space and hackerspaces in general! Bring yourself, good vibes, cool ideas and snacks!
⏰🗓 18:00-23:00 Sunday, Aug 17
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky @DefinitelyNotAWeeb
Please come and visit F0RTHSP4CE!
That's a great opportunity to chat with us and get to know more about the community, our space and hackerspaces in general! Bring yourself, good vibes, cool ideas and snacks!
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🚶♂️Hacker Hike
⏰🗓 08:10-20:00 Sunday, Aug 24
📌 Kojori (Udzo)
Language: EN/RU
Host: @klntsky
The summer is almost over, and we are going to touch grass outside (🔥 campfire included).
ℹ️ Plan
1. 08:10 Meet near Orbeliani to get to Kojori by bus (316, 380)
❗️ you can join us later. The buses arrive frequently (use TTC app for a schedule)
2. 10:20 Get to the top of mount Udzo (1.3km, 70m↗️) and settle with our camp.
3.
➡️ 17:00 Some of us start a journey to the Turtle lake (3 hours, 7km, 700m ↘️)
➡️ Some continue at campfire and get back to Tbilisi by bus from Kojori
➡️ Some can go visit the Azeula Fortress nearby (5.5km, 1:30, 70m ↗️ 100m ↘️)
⚠️ You will absolutely need >=1.5L of water and a hat to protect you from the sun
ℹ️ What to bring (optional):
- Food for yourself and to share
- Spoon, Fork, Cup
- SPF >=50
- Musical instruments
- Foam pad, Raincoat, Headlamp
👉 join the event chat
⏰🗓 08:10-20:00 Sunday, Aug 24
📌 Kojori (Udzo)
Language: EN/RU
Host: @klntsky
The summer is almost over, and we are going to touch grass outside (🔥 campfire included).
ℹ️ Plan
1. 08:10 Meet near Orbeliani to get to Kojori by bus (316, 380)
❗️ you can join us later. The buses arrive frequently (use TTC app for a schedule)
2. 10:20 Get to the top of mount Udzo (1.3km, 70m↗️) and settle with our camp.
3.
➡️ 17:00 Some of us start a journey to the Turtle lake (3 hours, 7km, 700m ↘️)
➡️ Some continue at campfire and get back to Tbilisi by bus from Kojori
➡️ Some can go visit the Azeula Fortress nearby (5.5km, 1:30, 70m ↗️ 100m ↘️)
⚠️ You will absolutely need >=1.5L of water and a hat to protect you from the sun
ℹ️ What to bring (optional):
- Food for yourself and to share
- Spoon, Fork, Cup
- SPF >=50
- Musical instruments
- Foam pad, Raincoat, Headlamp
👉 join the event chat
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🛰 Прикоснуться к небу — лекция и воркшоп по любительской космической связи 🚀
🗓 Сб, 30 августа
⏰ 16:00 – 19:30
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU
Entrance: free (donation)
Speaker: @alisialightness (UB1AUQ)
Host: @skywinder
📖 Описание
Как обычному человеку установить связь с космосом?
На лекции разберем:
• строение научных и студенческих спутников
• типы орбит и их особенности
• как спутники «видят» сквозь облака
• способы фиксировать правонарушения с орбиты
• какие картинки можно принимать с космоса
• как «подслушать» переговоры космонавтов
После лекции — практический воркшоп:
1. Работа с системой спутникового мониторинга «Вега»: найдем свой дом на снимках в разных диапазонах.
2. Изготовление антенн «волновой канал» для радиосвязи и приема метеоспутников.
3. Настройка софта для приема и декодирования:
• ПК: satdump, SDR#
• Android: Look4Sat, SSTVencoder
⚡ С собой: себя и перекус.
🔌 Для желающих принимать сигналы самостоятельно: ноутбук/смартфон.
💸 Донейшн приветствуется — пойдет на материалы для антенн.
⸻
🌌 Продолжение (опционально)
В этот же день в 21:00 в парке Ваке — практический выезд: принимаем изображения со спутников на самодельные антенны.
🗓 Сб, 30 августа
⏰ 16:00 – 19:30
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU
Entrance: free (donation)
Speaker: @alisialightness (UB1AUQ)
Host: @skywinder
📖 Описание
Как обычному человеку установить связь с космосом?
На лекции разберем:
• строение научных и студенческих спутников
• типы орбит и их особенности
• как спутники «видят» сквозь облака
• способы фиксировать правонарушения с орбиты
• какие картинки можно принимать с космоса
• как «подслушать» переговоры космонавтов
После лекции — практический воркшоп:
1. Работа с системой спутникового мониторинга «Вега»: найдем свой дом на снимках в разных диапазонах.
2. Изготовление антенн «волновой канал» для радиосвязи и приема метеоспутников.
3. Настройка софта для приема и декодирования:
• ПК: satdump, SDR#
• Android: Look4Sat, SSTVencoder
⚡ С собой: себя и перекус.
🔌 Для желающих принимать сигналы самостоятельно: ноутбук/смартфон.
💸 Донейшн приветствуется — пойдет на материалы для антенн.
⸻
🌌 Продолжение (опционально)
В этот же день в 21:00 в парке Ваке — практический выезд: принимаем изображения со спутников на самодельные антенны.
41°43'34.4"N 44°46'12.7"E · 41.726222, 44.770194
Find local businesses, view maps and get driving directions in Google Maps.
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👾 3D Night. Compositing with time and textures in TouchDesigner.
⏱ 8:00PM, Wednesday, August 27
📍 5 Ana Kalandadze St, Tbilisi, F0rthsp4ce
This Wednesday at 3D night Vincent Naples @drmbt will demonstrate a unique approach to composition with time and textures using TouchDesigner and texture3d node image caching.
Format will consist of exhibition of the work followed by live demo of the process using timelapse photography taken during this visit to Tbilisi.
Speaker: @drmbt
Host: @sntxerror
Level: Any
Duration: 2h
Language: EN
Entrance: Donation to Hackerspace
⏱ 8:00PM, Wednesday, August 27
📍 5 Ana Kalandadze St, Tbilisi, F0rthsp4ce
This Wednesday at 3D night Vincent Naples @drmbt will demonstrate a unique approach to composition with time and textures using TouchDesigner and texture3d node image caching.
Format will consist of exhibition of the work followed by live demo of the process using timelapse photography taken during this visit to Tbilisi.
Speaker: @drmbt
Host: @sntxerror
Level: Any
Duration: 2h
Language: EN
Entrance: Donation to Hackerspace
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📖 Paper night. DBSP: Incremental Computation on Streams and Its Applications to Databases.
⏱ 11:59pm, Thursday, 28 August
📍 5 Ana Kalandadze St, Tbilisi, F0rthsp4ce
On the night from Thursday to Friday I'd like to go through a beautiful result from databases world, linking ideas from signal processing and abstract algebra with incremental (streaming) computation, showing a way to automatically transform a set of SQL into (sort of) efficient pipeline which maintains results incrementally by consuming a stream of updates to the underlying data model.
Host: @crow_fff
Duration: 1.5h+
Language: EN/RU (depends on the audience)
Donations to f0 are welcome. 😘
⏱ 11:59pm, Thursday, 28 August
📍 5 Ana Kalandadze St, Tbilisi, F0rthsp4ce
On the night from Thursday to Friday I'd like to go through a beautiful result from databases world, linking ideas from signal processing and abstract algebra with incremental (streaming) computation, showing a way to automatically transform a set of SQL into (sort of) efficient pipeline which maintains results incrementally by consuming a stream of updates to the underlying data model.
Host: @crow_fff
Duration: 1.5h+
Language: EN/RU (depends on the audience)
Donations to f0 are welcome. 😘
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🚪 Vibecode Friday / Open Doors Day 🎉
⏰🗓 18:00-23:00 Friday, Aug 29
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky @Crimpflick @sntxerror
Bring your laptops and let's vibecode something. At the end of the event, there will be an opportunity to present the result.
Or just come to chat with the people around
⏰🗓 18:00-23:00 Friday, Aug 29
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: EN/RU
Entrance: free/donation
Host: @klntsky @Crimpflick @sntxerror
Bring your laptops and let's vibecode something. At the end of the event, there will be an opportunity to present the result.
Or just come to chat with the people around
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Network Traffic Analysis from the pentester view
⏰🗓 15:00 - 16:30 Su, August 31
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU
Entrance: free
Host: @curiv
Будем разбираться как работают пентестерские инструменты на L2,L3,L4,L7 уровнях модели OSI:
- Как nmap определяет открытые порты;
- Как arp-scan/nbt-scan находят хосты;
- Как gobuster находит субдомены;
- etc.
Расскажу как работает pivoting через socks/http прокси и также послушаем трафик.
Еще будет введение в компьютерные сети в самом начале.
Берите с собой ноутбук, если хотите поковыряться сами.
- - -
We will figure out how pentesting tools work at L2, L3, L4, L4 levels of the OSI model:
- How nmap determines open ports;
- How arp-scan/nbt-scan find hosts;
- How gobuster finds subdomains;
- etc
I will tell you how pivoting works through socks/http proxy and also listen to traffic.
There will also be an introduction to computer networks at the very beginning.
Take your laptop with you if you want to dig around on your own.
⏰🗓 15:00 - 16:30 Su, August 31
📌 F0RTHSP4CE, Ana Kalandadze, 5
👉🚪How to get to the entrance
Language: RU
Entrance: free
Host: @curiv
Будем разбираться как работают пентестерские инструменты на L2,L3,L4,L7 уровнях модели OSI:
- Как nmap определяет открытые порты;
- Как arp-scan/nbt-scan находят хосты;
- Как gobuster находит субдомены;
- etc.
Расскажу как работает pivoting через socks/http прокси и также послушаем трафик.
Еще будет введение в компьютерные сети в самом начале.
Берите с собой ноутбук, если хотите поковыряться сами.
- - -
We will figure out how pentesting tools work at L2, L3, L4, L4 levels of the OSI model:
- How nmap determines open ports;
- How arp-scan/nbt-scan find hosts;
- How gobuster finds subdomains;
- etc
I will tell you how pivoting works through socks/http proxy and also listen to traffic.
There will also be an introduction to computer networks at the very beginning.
Take your laptop with you if you want to dig around on your own.
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