Master LLMs for Cybersecurity: Threat Detection & AI Defense 2024
Focused View
2:52:10
01 Introduction to LLMs and LLM agents f.mp4
00:47
02 Prerequisites of the course.mp4
03:02
03 What can be learned in this course.mp4
02:39
04 Google Colab and other important tool.mp4
03:59
05 How to make the most of this course.mp4
02:09
06 GenAI a.mp4
05:30
07 Importa.mp4
03:44
08 Open so.mp4
04:21
09 Assets.mp4
04:00
10 Fine-tu.mp4
02:31
11 Challen.mp4
01:25
12 Solutio.mp4
03:53
13 New evolving threats, power.mp4
03:10
14 Advanced attacks by hackers.mp4
03:05
15 How cybersecurity professio.mp4
02:03
16 Synthetic data generation I.mp4
02:11
17 Synthetic data generation C.mp4
03:33
18 Challenge Identify phishing.mp4
01:57
19 Solution Fine-tune LLMs wit.mp4
06:11
20 Introduction.mp4
02:25
21 Blockchains.mp4
03:35
22 Out-of-the-b.mp4
02:43
23 Fine-tuning.mp4
02:32
24 Training the.mp4
02:54
25 Inference an.mp4
02:30
26 Introduction to OSINT and ho.mp4
02:42
27 Introduction to agents and a.mp4
03:27
28 Agent frameworks and Crew AI.mp4
04:00
29 Planning the agents, their t.mp4
03:10
30 Setting up the project LLMs,.mp4
05:49
31 Finishing touches and analyz.mp4
04:37
32 Introdu.mp4
03:57
33 Plannin.mp4
03:40
34 Getting.mp4
06:25
35 Analyzi.mp4
05:17
36 Setting.mp4
04:18
37 Kicking.mp4
03:30
38 Introduction to LLM-powered f.mp4
02:33
39 Planning the approach.mp4
02:58
40 Network data gathering and st.mp4
04:11
41 Data preprocessing.mp4
03:32
42 LLM setup.mp4
03:33
43 LLM fine-tuning.mp4
03:07
44 Inference output and closing.mp4
02:13
45 Threats of t.mp4
02:40
46 LLM powered.mp4
02:07
47 Decentralize.mp4
03:12
48 Swarm learni.mp4
02:52
49 Predictive s.mp4
02:52
50 Resources to.mp4
01:48
51 Keep up with.mp4
02:09
52 Summarizing the course.mp4
02:06
53 Key learnings, best practices, and part.mp4
02:36
More details
Course Overview
This hands-on course teaches cybersecurity professionals how to fine-tune LLMs (Mistral, Llama) for advanced threat detection, vulnerability scanning, and AI-powered security solutions using AutoTrain and AutoGen.
What You'll Learn
- Fine-tune open-source LLMs for cybersecurity applications
- Perform OSINT and code vulnerability scanning with AI
- Build LLM-powered firewalls and threat detection systems
Who This Is For
- Cybersecurity professionals enhancing their AI skills
- IT specialists implementing AI security solutions
- AI practitioners entering cybersecurity fields
Key Benefits
- Hands-on experience with cutting-edge LLM security tools
- Practical skills for real-world threat detection
- Future-proof knowledge of AI-powered cybersecurity
Curriculum Highlights
- Open-Source LLMs for Security
- AI-Powered Vulnerability Scanning
- Building LLM Security Agents
Focused display
- language english
- Training sessions 53
- duration 2:52:10
- Release Date 2025/04/19
