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Source channel @githubtrending · Post #15600 · Apr 4

#python#apple_silicon#florence2#idefics#llava#llm#local_ai#mlx#molmo#paligemma#pixtral#vision_framework#vision_language_model#vision_transformer MLX-VLM lets you run, chat with, and fine-tune Vision Language Models (VLMs) plus audio/video models on your Mac using MLX—install easily with `pip install -U mlx-vlm`. Use CLI for quick text/image/audio generation (e.g., `mlx_vlm.generate --model ... --image photo.jpg`), Gradio UI for chats, Python scripts, or a FastAPI server with OpenAI-compatible endpoints supporting multi-images/videos. Features like TurboQuant cut KV cache memory by 76%, and LoRA/QLoRA fine-tuning works on consumer hardware. You benefit by experimenting with powerful multimodal AI locally—fast, memory-efficient, no cloud costs, perfect for Mac users tweaking models affordably. https://github.com/Blaizzy/mlx-vlm

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赛博安全威胁情报🥸

@Cybersec_threat · Post #1359 · 08/28/2024, 11:10 AM

APT-Q-12 使用的 0day 漏洞技术和策略披露 https://ti.qianxin.com/blog/articles/operation-deviltiger-0day-vulnerability-techniques-and-tactics-used-by-apt-q-12-disclosed-en/ #好文推荐#DFIR

3side кибербезопасности

@By3side · Post #792 · 04/08/2026, 08:01 AM

Настольная книга. Если вы давно мечтали увидеть все инструменты в одном месте, а не сохранять кучу разрозненных ссылок "на потом", то мы нашли буквально настольную книгу для исследователей безопасности. Наполнение: - Исследование сетей; - Управление уязвимостями; - Мониторинг безопасности; - и многое другое, классное, интересное. К каждому инструменту идёт краткое описание и минимально полезный набор команд. Мы себе уже сохранили, рекомендуем поступить также. #AppSec#DFIR 🧠Кибер ПТУ | 👨‍🏫Менторство ИБ 📂Другие каналы

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赛博安全威胁情报🥸

@Cybersec_threat · Post #1360 · 08/29/2024, 01:04 AM

WPS Office 存在0day(现已修复其中一个,另一个未修复完全),正在被 APT-C-60 利用 https://www.welivesecurity.com/en/eset-research/analysis-of-two-arbitrary-code-execution-vulnerabilities-affecting-wps-office/ #广告#渗透接单中心@shanding007 #好文推荐#DFIR

GitHub Trends

@githubtrending · Post #15601 · 04/05/2026, 11:30 AM

#yara#awesome_list#blueteam#blueteam_tools#cti#detection#detection_engineering#dfir#hacktools#incident_response#ioc#iocs#ir#ransomware#redteam#rmm#security#siem#soc#threat_hunting#threat_intelligence You can access comprehensive security detection lists and threat hunting resources that help identify malicious activity across your infrastructure. These curated collections include indicators like suspicious file hashes, domain names, IP addresses, and behavioral patterns organized by threat type—from ransomware and phishing to command-and-control servers and vulnerable drivers. By integrating these lists into your security tools like SIEM platforms and endpoint detection systems, you gain immediate visibility into known threats while learning detection methodologies through guides and YARA rules. This accelerates your ability to hunt for compromises, validate security controls, and stay current with emerging attack techniques without building detection logic from scratch. https://github.com/mthcht/awesome-lists