https://qfunction.ai/blog daily 0.75 2024-07-09 https://qfunction.ai/blog/talking-to-your-siem-using-an-large-language-model monthly 0.5 2024-07-09 https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/a8bf7cfa-dc6b-47cf-9f79-6f05174197e5/Screenshot+2024-07-09+at+11.48.29%E2%80%AFAM.png R&D - Talking to Your SIEM Using a Large Language Model - Make it stand out Instantiating the NexusRaven Model Using HuggingFace https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/2a4b9f3f-43f1-4e3e-8ceb-e1f5f5eacad5/Screenshot+2024-07-09+at+1.59.07%E2%80%AFPM.png R&D - Talking to Your SIEM Using a Large Language Model - Make it stand out Creating a function within Python that launches a search within Splunk via the API https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/24013453-0235-4f6c-af11-ee01728e9ca6/Screenshot+2024-07-09+at+2.30.00%E2%80%AFPM.png R&D - Talking to Your SIEM Using a Large Language Model - Make it stand out Describing the splunk_search_windows_system function https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/0ab25fc0-2563-4647-b7e8-8b6a2e47e4b3/Screenshot+2024-07-09+at+2.36.07%E2%80%AFPM.png R&D - Talking to Your SIEM Using a Large Language Model - Make it stand out Defining how to interact with the NexusRaven model on HuggingFace https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/cc64794e-14ed-4163-af7e-9572f9b34be4/Screenshot+2024-07-09+at+2.38.49%E2%80%AFPM.png R&D - Talking to Your SIEM Using a Large Language Model - Make it stand out Using natural language for the NexusRaven LLM to translate to a function call https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/ac1ab3bd-73e3-4c01-8585-93fabc431d3f/Screenshot+2024-07-09+at+2.43.49%E2%80%AFPM.png R&D - Talking to Your SIEM Using a Large Language Model - Make it stand out Running the resulting function call in order to execute the Splunk search https://qfunction.ai/blog/ai-cybersecurity-for-small-business-best-practices monthly 0.5 2024-06-04 https://qfunction.ai/blog/automated-threat-hunting-for-network-beacons-using-zeek-and-math monthly 0.5 2024-05-24 https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/e9295df0-ee3d-4cfc-ac77-7f63912d6dff/Screenshot+2024-05-24+at+9.21.40%E2%80%AFAM.png R&D - Automated Threat Hunting for Network Beacons Using Zeek and Math - Make it stand out Reading Zeek logs and parsing unique source/destination pairs https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/40b46083-5978-4b2d-b3ef-00ae13c36a6e/Screenshot+2024-05-24+at+9.24.21%E2%80%AFAM.png R&D - Automated Threat Hunting for Network Beacons Using Zeek and Math - Make it stand out Determining the times of each connection and calculating the timing in between connections 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https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/eacf9659-45bf-4319-8b5b-eee3ff5025d5/Screenshot+2024-05-08+at+2.27.38%E2%80%AFPM.png R&D - Automated Threat Hunting Within Linux Logs Using DBSCAN - Make it stand out Preprocessing the Linux logs https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/75f77f71-202d-4813-9333-0e073515273d/Screenshot+2024-05-08+at+2.27.50%E2%80%AFPM.png R&D - Automated Threat Hunting Within Linux Logs Using DBSCAN - Make it stand out Vectorizing the preprocessed Linux logs https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/f6f25c3d-599d-4471-882c-8575068e3e64/Screenshot+2024-05-08+at+2.28.02%E2%80%AFPM.png R&D - Automated Threat Hunting Within Linux Logs Using DBSCAN - Make it stand out Executing the DBSCAN algorithm https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/0b90d927-f4f0-4a95-9c90-17e507e02f23/Screenshot+2024-05-08+at+2.28.42%E2%80%AFPM.png R&D - Automated Threat Hunting Within Linux Logs Using DBSCAN - Make it stand out Visualization of the clusters in 3 dimensions https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/24ca3f44-4e07-4dd2-a40a-540fa6e8a5ba/Screenshot+2024-05-08+at+2.33.33%E2%80%AFPM.png R&D - Automated Threat Hunting Within Linux Logs Using DBSCAN - Make it stand out Printing the lines that didn’t fall within clusters https://qfunction.ai/blog/how-to-enhance-your-siem-with-ai monthly 0.5 2024-07-10 https://qfunction.ai/blog/how-user-behavior-analytics-can-protect-your-organization monthly 0.5 2024-05-03 https://qfunction.ai/blog/threat-hunting-network-connections-using-zeek-and-ai monthly 0.5 2024-05-30 https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/fc80a76b-ddb9-42e8-8e26-aa68548fb333/Screenshot+2024-04-24+at+8.26.22%E2%80%AFAM.png R&D - Threat Hunting Network Connections Using Zeek and AI - Make it stand out Zeek Network Logs 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https://qfunction.ai/blog/creating-an-autoencoder-in-tensorflow-for-anomaly-detection monthly 0.5 2024-04-18 https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/e2969be9-10af-4d3b-993a-7d3eea702713/Screenshot+2024-04-18+at+1.54.20%E2%80%AFPM.png R&D - Creating an Autoencoder in Tensorflow for Anomaly Detection - Make it stand out Autoencoder core functionality https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/e2824a2b-4c67-4354-85ba-10c0bb3f3ffc/autoencoder_pic.png R&D - Creating an Autoencoder in Tensorflow for Anomaly Detection - Make it stand out Autoencoder representation, credit to https://www.mygreatlearning.com/blog/autoencoder/ https://qfunction.ai/blog/creating-a-gan-in-tensorflow-for-anomaly-detection monthly 0.5 2024-04-18 https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/b5076172-038a-4324-b3f4-b2766ec09032/Screenshot+2024-04-10+at+11.02.41%E2%80%AFAM.png R&D - Creating a GAN in Tensorflow for Anomaly Detection - Make it stand out Tensorflow code for generator https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/ce4b1840-b81d-4bd6-b6d5-3ddc5e6bc74d/Screenshot+2024-04-10+at+11.29.44%E2%80%AFAM.png R&D - Creating a GAN in Tensorflow for Anomaly Detection - Make it stand out Tensorflow code for the discriminator https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/b1b50195-06a0-4e8d-8d8e-39c0593b170a/Screenshot+2024-04-10+at+11.40.19%E2%80%AFAM.png R&D - Creating a GAN in Tensorflow for Anomaly Detection - Make it stand out The GAN, composed of the generator and discriminator https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/81381928-22d0-4769-9a56-d0fa2d7e295e/Screenshot+2024-04-10+at+11.49.31%E2%80%AFAM.png R&D - Creating a GAN in Tensorflow for Anomaly Detection - Make it stand out Part of the GAN training process https://qfunction.ai/blog/understanding-autoencoders-and-gans-for-anomaly-detection monthly 0.5 2024-04-05 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and AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/159ce11c-4aab-46ab-bf36-ccd4ac22f66c/firewalltraffic1-2048x799.png R&D - Predicting Malicious Network Connections Using Splunk and AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/2e73b226-904d-431d-96cf-820c25ec3c2b/firewalltraffic1-1-2048x799.png R&D - Predicting Malicious Network Connections Using Splunk and AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/6aa52635-ef50-4f71-bfbd-5941eec640cf/firewalltraffic2.png R&D - Predicting Malicious Network Connections Using Splunk and AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/953eb0a1-6920-4b01-99ac-7a43bfc05a08/firewalltraffic3.png R&D - Predicting Malicious Network Connections Using Splunk and AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/ad625f32-5e24-4332-9158-558c555c0096/firewalltraffic4.png R&D - Predicting Malicious Network Connections Using Splunk and AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65fa70b2b25e8504cd871b81/e227cbce-dc79-4495-9773-df6ba5151a09/firewalltraffic5-2048x692.png R&D - Predicting Malicious Network Connections Using Splunk and AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://qfunction.ai/blog/threat-hunting-with-splunk-and-ai monthly 0.5 2024-06-24 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