List of videos

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Andrey_Slastenov_iot_5g_devices_ddos_threat_landscape Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 1:43 preamble 2:21 ddos attack trends 3:49 the danger of 5g and iot 5:58 anatomy of iot-driven botnet ddos attacks 6:15 algorithm of iot-driven botnet ddos attackes 8:08 stages of infecting iot devices 10:51 iot attacks on the rise 11:27 threats of losses when ddos attacks happen 12:54 protection measures: best practices 15:51 example of iot botnet attack from gcore 18:18 what helpo us to sustain such kind of attacks? 20:31 conclusion

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Susie_Su_revolution_iot_workforce Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 1:43 preamble 2:07 about susie 2:52 #1 aiot (ai of things) 5:05 #2 devops in aiot 15:38 #3 ai security 29:22 summary

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Rich_Niemiec_ai_machine_learning_101 Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 1:43 preamble 2:10 where to use ai & ml 101 2:44 about viscosity 3:40 agenda 4:47 the economic potential of genai 5:13 symbiotic coming relationship; you & robots 5:53 the brain center at whipple's & chatgpt 6:23 robotics / automation impact to jobs 6:50 leverage - db, gps & robotics 6:57 the obsolete man 7:22 autonomous database - replacing the dba? 7:44 biju thomas - emerging jobs (devloper/dba) 8:11 characteristics of big data - the five v's 8:38 converged database 8:43 what you need; nick of time 9:49 a robot may not look like one! 10:10 autonomous db : future dba & robot db 10:56 oracle machine learning: brief highlights only 11:17 ml process (supervised learning) 12:34 business understanding 13:18 oaa model build and real-time sql apply 14:29 dbms_data_mining oracle algorithms 14:43 ml learning in adw/atp 16:10 a game of pool 16:49 oracle ml algorithms and analytics in oracle db 17:12 decision tree algorithm (ml classifier) 17:47 oml (oaa) oracle data mining sql sample (partial) 18:25 random forest (ml classifier) 18:50 neural network 20:29 one-class svm (ml anomaly detection) 21:15 hierarchical k-means (ml cluster) 21:52 seasonal, irregular & missing data: time series algorithm 22:28 linear model (regression) 22:52 generalized linear model (glm) 23:21 principal component analysis (attribute importance) 24:26 living doll 24:43 apriori / market based (association rules) 25:20 singular value decomposition (feature extraction) 25:31 principal component analysis (feature extraction) 25:47 in his image 26:11 number 12 looks like you (2020) 26:22 sql analytics (windows / patterns / aggregates) 26:56 statistical functions in oracle (partial list) 27:06 ml ffunctions - oracle docs 27:48 autml is here for autonomous db 28:15 time enough at last for ml with automl 28:55 ml & ai - oracle's built-in algorithms 29:05 biju thomas at odtug 29:10 ml & business apps 29:55 applications - ai powered; analytics & ml 30:16 oracle genai 30:32 sql generation from natural language using llm 31:10 think of it as an assistant (60-70%) 32:03 apex development speed- genai 33:25 genai writes the sql 33:41 what's next: a worldwide race to build ai 34:26 healthcare driving oracle to better ai products 34:40 oracle driving first responders with tesla 34:50 openai - ten years later... the baby talks! 35:21 generative ai - things to know... 36:20 chat gpt 36:45 google's bard 37:20 transformers - google, 2017 38:04 generative ai: gpt & chatgpt 38:35 chatgpt-4 38:51 oracle vector db 39:25 from juan loaiza interview 40:23 vecotr search 40:49 create table with vector data type & blob 42:36 retrieval augmented generation 43:03 answer detailed questions / supply manuals 43:29 ask question & reference document ai searches 44:06 from stanford paper 44:54 robots we grew up with... movie robots... closer to the future... today's robots 45:38 genai inside apex, sensors, robots... etc. 45:53 use oracle va with robots 46:03 db, ai & vr 46:25 a world of difference (getting closer) 47:05 the after hours (future sentience issues ahead) 47:36 the digital transformation ahead 48:11 digital - how did we go from magical to toxic? 48:59 gartner 2020 hype cycle 49:49 quantum computing makes ml fast enough! 50:14 3 types of ai 50:42 final thoughts 51:26 summary 53:12 thank you!

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Tomas_Fernandez_technical_writing_ai_career_path Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC More Tomas ➤ https://tomfern.com/ Chapters 0:00 intro 1:43 preamble 2:05 yes, but it depends 2:16 technology has always advanced 2:48 what makes ai and llms different? 3:41 5 reasons we shouldn't worry 3:56 #1 the hype cycle 4:53 #2 ai failed to replace writers before 6:04 #3 ai has its share of limitations 8:25 #4 we benefit from ai 11:37 #5 writing is 20% of the job 12:26 conclusion 13:14 thank you!

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Fouad_Mulla_cloud_security_containers_infra_workloads Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 1:43 preamble 2:27 stats 3:56 about fouad 4:22 agenda 5:04 introduction 6:56 challenges in container security 10:45 cloud container vulnerabilities 13:29 containers security : devsecops 16:25 enhancing security: beyond the defaults 19:40 automated vulnerability management 20:06 clair 20:44 configuration management and network segmentation 22:47 key takeaways 23:53 thank you

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Gufran_Mirza_securing_kubernetes_istio_service_mesh Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 1:43 preamble 2:06 talk outline 2:35 what is a service mesh 3:27 istio features 4:32 important terminology 4:57 before istio 5:37 pod with sidecar 6:25 sidecar proxy 7:07 how is the sidecar injected 7:57 with istio - sidecar intercepts all traffic 8:29 istio architecture 9:26 service mesh security 9:37 service identities - the starting point 10:52 conversion of identity into a certificate 11:52 identity provisioning workflow 12:23 authentication 13:42 auth flow 14:35 peer authentication 15:48 demo 22:22 ingress gateway 26:07 demo 32:32 authorization 34:39 auth flow 35:15 demo 41:22 questions?

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Tanya_Janca_more_than_pipelines Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Tanya's channel ➤ @SheHacksPurple Chapters 0:00 intro 1:43 preamble 2:15 what are we going to talk about today? 3:21 tanya janca 4:24 what is devops? 4:40 what is ci/cd? 5:58 why ci/cd? 7:28 what is application security? 8:01 what is devsecops? 8:37 the three ways of devops 9:46 but what about pipelines? 11:03 an application security program 11:48 inventory 13:09 finding bugs 15:09 knowledge 16:03 education 17:36 give developers security tools 18:39 secure-sdlc 21:23 tools (outside the pipeline) 22:37 incident response 23:52 metrics 25:31 summary 26:41 resources 27:28 join the community!!!!!! 28:49 resources: me! 29:20 thank you!

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Alex_Olivier_modernizing_auth_decoupled_abac Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Cerbos Project ➤ https://cerbos.dev/ Chapters 0:00 intro 1:43 preamble 1:50 about alex 2:52 authn ≠ authz 4:05 let's scale a company 4:16 stage 1 - the blissful days of roles 4:58 stage 2 - let's change our product packaging 6:07 stage 3 - let's sell into another region 7:31 stage 4 - let's sell to 'enterprise' organisations 8:55 stage 5 - new ciso: let's get iso27001 / soc2 10:16 stage 6 - we need microservices! 11:57 a new approach 13:23 authorizaion-as-a-service? 14:09 code to policy 15:41 rise of sidecars 16:52 in practice 21:15 advantages, challenges 24:16 about cerbos 25:00 thanks

Read the abstract ➤ https://www.conf42.com/DevSecOps_2023_Gene_Gotimer_doom_devsecops Other sessions at this event ➤ https://www.conf42.com/devsecops2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 1:43 preamble 2:14 slow onboarding 3:09 "cloud" 3:55 "agile" 5:02 change control board 6:15 afraid to fail 7:25 unchanging culture 8:37 unchanging policies 9:48 too many decision makers 10:43 too many metrics 11:29 unrealistic expectations 12:09 summary, reach out!