{ "id": 343809, "title": "Learning Resources", "url": "/competitions/ai-village-ctf/discussion/343809", "author_name": "", "post_date": "2022-08-12T16:33:39.419059600Z", "votes": 9, "comment_count": 5, "views": 0, "content": "

Hi,

\n

I am intrigued by this competition, but I found that my knowledge is greatly lacking for the questions here. May you recommend resources to learn?

", "messages": [ { "id": "1896192", "postDate": "08/12/2022 16:33:39", "content": "

Hi,

\n

I am intrigued by this competition, but I found that my knowledge is greatly lacking for the questions here. May you recommend resources to learn?

", "rawMarkdown": "Hi,\n\nI am intrigued by this competition, but I found that my knowledge is greatly lacking for the questions here. May you recommend resources to learn?", "votes": null }, { "id": "1896387", "postDate": "08/12/2022 19:33:17", "content": "

Here are some random things I've accumulated: https://josephtlucas.github.io/blog/content/aml_references.html

\n

In terms of general things that I can't recommend highly enough, there's https://www.youtube.com/c/3blue1brown and https://course.fast.ai.

\n

But really, none of these will show you how to solve a challenge. They'll just give you some background and tools. I encourage you to modify some of the example submissions provided and see how that changes what you get back.

", "rawMarkdown": "Here are some random things I've accumulated: https://josephtlucas.github.io/blog/content/aml_references.html\n\nIn terms of general things that I can't recommend highly enough, there's https://www.youtube.com/c/3blue1brown and https://course.fast.ai.\n\nBut really, none of these will show you _how_ to solve a challenge. They'll just give you some background and tools. I encourage you to modify some of the example submissions provided and see how that changes what you get back.", "votes": null }, { "id": "1896648", "postDate": "08/13/2022 02:43:43", "content": "

@lucasjt, any suggested resources specific to digital forensics to provide context regarding the file types with which participants will be working (for those of us who have AI knowledge but lack DFIR knowledge)?

", "rawMarkdown": "lucasjt, any suggested resources specific to digital forensics to provide context regarding the file types with which participants will be working (for those of us who have AI knowledge but lack DFIR knowledge)?", "votes": null }, { "id": "1896672", "postDate": "08/13/2022 03:22:36", "content": "

I don't specifically, but I do think there's been some published research that you should be able to find for file types like pickles and h5's.

", "rawMarkdown": "I don't specifically, but I do think there's been some published research that you should be able to find for file types like pickles and h5's.", "votes": null }, { "id": "1897618", "postDate": "08/13/2022 23:42:44", "content": "

It sounds like you may be looking for something like these:
\nhttps://github.com/Kayzaks/HackingNeuralNetworks
\nhttps://www.garykessler.net/library/file_sigs.html

", "rawMarkdown": "It sounds like you may be looking for something like these: \nhttps://github.com/Kayzaks/HackingNeuralNetworks\nhttps://www.garykessler.net/library/file_sigs.html", "votes": null }, { "id": "1897619", "postDate": "08/13/2022 23:43:27", "content": "

Here are some things that I've found helpful:
\nhttps://github.com/jivoi/awesome-ml-for-cybersecurity
\nhttps://github.com/Azure/counterfit
\nhttps://github.com/Trusted-AI/adversarial-robustness-toolbox

", "rawMarkdown": "Here are some things that I've found helpful: \nhttps://github.com/jivoi/awesome-ml-for-cybersecurity\nhttps://github.com/Azure/counterfit\nhttps://github.com/Trusted-AI/adversarial-robustness-toolbox", "votes": null } ], "comments": [ { "id": 1896387, "author_name": "lucasjt", "author_url": "", "post_date": "08/12/2022 19:33:17", "content": "

Here are some random things I've accumulated: https://josephtlucas.github.io/blog/content/aml_references.html

\n

In terms of general things that I can't recommend highly enough, there's https://www.youtube.com/c/3blue1brown and https://course.fast.ai.

\n

But really, none of these will show you how to solve a challenge. They'll just give you some background and tools. I encourage you to modify some of the example submissions provided and see how that changes what you get back.

", "votes": null, "replies": [] }, { "id": 1896648, "author_name": "zbraiterman", "author_url": "", "post_date": "08/13/2022 02:43:43", "content": "

@lucasjt, any suggested resources specific to digital forensics to provide context regarding the file types with which participants will be working (for those of us who have AI knowledge but lack DFIR knowledge)?

", "votes": null, "replies": [ { "id": 1896672, "author_name": "lucasjt", "author_url": "", "post_date": "08/13/2022 03:22:36", "content": "

I don't specifically, but I do think there's been some published research that you should be able to find for file types like pickles and h5's.

", "votes": null, "replies": [] }, { "id": 1897618, "author_name": "gtklondike", "author_url": "", "post_date": "08/13/2022 23:42:44", "content": "

It sounds like you may be looking for something like these:
\nhttps://github.com/Kayzaks/HackingNeuralNetworks
\nhttps://www.garykessler.net/library/file_sigs.html

", "votes": null, "replies": [] } ] }, { "id": 1897619, "author_name": "gtklondike", "author_url": "", "post_date": "08/13/2022 23:43:27", "content": "

Here are some things that I've found helpful:
\nhttps://github.com/jivoi/awesome-ml-for-cybersecurity
\nhttps://github.com/Azure/counterfit
\nhttps://github.com/Trusted-AI/adversarial-robustness-toolbox

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "1896192": "Hi,\n\nI am intrigued by this competition, but I found that my knowledge is greatly lacking for the questions here. May you recommend resources to learn?", "1896387": "Here are some random things I've accumulated: https://josephtlucas.github.io/blog/content/aml_references.html\n\nIn terms of general things that I can't recommend highly enough, there's https://www.youtube.com/c/3blue1brown and https://course.fast.ai.\n\nBut really, none of these will show you _how_ to solve a challenge. They'll just give you some background and tools. I encourage you to modify some of the example submissions provided and see how that changes what you get back.", "1896648": "lucasjt, any suggested resources specific to digital forensics to provide context regarding the file types with which participants will be working (for those of us who have AI knowledge but lack DFIR knowledge)?", "1896672": "I don't specifically, but I do think there's been some published research that you should be able to find for file types like pickles and h5's.", "1897618": "It sounds like you may be looking for something like these: \nhttps://github.com/Kayzaks/HackingNeuralNetworks\nhttps://www.garykessler.net/library/file_sigs.html", "1897619": "Here are some things that I've found helpful: \nhttps://github.com/jivoi/awesome-ml-for-cybersecurity\nhttps://github.com/Azure/counterfit\nhttps://github.com/Trusted-AI/adversarial-robustness-toolbox" }, "source": "meta" }