دوره حملات حریم خصوصی در سیستم‌های هوش مصنوعی همراه با فلش‌کارت آموزشی — ارائه روی فلش مموری

🎓 دوره آموزشی جامع

📚 اطلاعات دوره

عنوان دوره: دوره حملات حریم خصوصی در سیستم‌های هوش مصنوعی

موضوع کلی: برنامه‌نویسی کامپیوترهای خانگی

موضوع میانی: AI for AI Data Privacy

📋 سرفصل‌های دوره

• 1. mafahim paye darim khasoosi dar systemhaaye madoosooei
• 2. taarif va tabaghe bandi hamlat-e khasoosi
• 3. modellhaaye tahdid va asib pazari dar madoosooei
• 4. dadahaaye hasas va shenasai etelaate hasas
• 5. roozhaaye estekhlagh etelaat az modellhaaye yadgiri
• 6. hamlat-e a'zowiyat (Membership Inference)
• 7. hamlat-e bazyabi (Reconstruction Attacks)
• 8. hamlat-e tahajomi (Inversion Attacks)
• 9. hamlat-e vasate giri (Model Inversion)
• 10. hamlat-e takarari (Repetition Attacks)
• 11. hamlat-e tarkibi (Hybrid Attacks)
• 12. roozhaaye defa'ee paye dar barabar hamlat
• 13. differential privacy
• 14. taknikhaaye afzoode noize be dadaha
• 15. ma'armihaaye amne modellha
• 16. amuzesh amne (Secure Training)
• 17. taknikhaaye enteghale model amne
• 18. barresi asib pazarihaaye modellhaaye amigh
• 19. hamlat dar systemhaaye chand karbare
• 20. hamlat dar mohitahaaye telfon hamrah
• 21. hamlat dar systemhaaye khanegee smart
• 22. estefadeh az dadahaaye ammoomi dar hamlat
• 23. taknikhaaye shanasai elghowaye hamla
• 24. abzarhaaye tashkhis hamlat-e khasoosi
• 25. ma'armi system tashkhis va pasokh
• 26. estefadeh az yadgiri taqavoti dar defa'
• 27. mafahim pishrafte differential privacy
• 28. mahasebeye hashiye khasoosi
• 29. mootale'at moroori hamlat-e haqiqi
• 30. ta'sir ghoonoon va ghanoon bar taraazi systemha
• 31. ra'ayat GDPR dar systemhaaye AI
• 32. ra'ayat CCPA va sayer ghanoon
• 33. taknikhaaye nashanasazeye dadaha
• 34. estefadeh az ramnegari dar enteghale model
• 35. hamlat dar barabar ramnegari
• 36. taknikhaaye amniyat saht-e afzar
• 37. estefadeh az TEE va SGX
• 38. amuzesh federated (Federated Learning) amne
• 39. hamlat dar systemhaaye federated
• 40. defa' dar barabar hamlat tahajomi dar federated
• 41. mafahim pishrafte dar hamlat a'zowiyat
• 42. taknikhaaye bahine sooz hamlat
• 43. estefadeh az yadgiri amigh dar hamlat
• 44. hamlat dar modellhaaye NLP
• 45. hamlat dar modellhaaye binaasi
• 46. hamlat dar modellhaaye gooshe-i
• 47. hamlat dar systemhaaye tausee ghar
• 48. hamlat dar systemhaaye tashkhis tahdid
• 49. barresi asib pazarihaaye akhlaghi
• 50. arz-e risk khasoosi
• 51. tarazi systemhaaye amne az aghla
• 52. estefadeh az ma'armi microservices amne
• 53. taknikhaaye monitoring va log giri
• 54. tashkhis nahonjarihaaye khasoosi
• 55. pasokh otomatik be hamlat
• 56. amuzesh karbaran dar mowred khasoosi
• 57. mostanad saazi va shafaafiat model
• 58. barresi ta'sir hamlat bar kifayat service
• 59. taknikhaaye bazyabi az hamlat
• 60. mafahim pishrafte dar defa' az hamlat
• 61. estefadeh az yadgiri mashin bar defa'
• 62. taknikhaaye tarkibi defa'
• 63. ayn-pazhuhi dar hamlat khasoosi
• 64. pazhuhaaye ayn va jahat giri
• 65. nunehaaye code va abzarhaaye azmairahi
• 66. raahnamaye ejrai bar sherkatha
• 67. barresi hazinehaaye defa'
• 68. taknikhaaye bahine sooz operation dar barabar hamlat
• 69. mafahim pishrafte dar ma'armi model
• 70. hamlat dar systemhaaye chand model
• 71. defa' dar barabar hamlat tarkibi
• 72. estefadeh az taknikhaaye noone giri amne
• 73. taknikhaaye amuzesh modellhaaye amne
• 74. barresi asib pazarihaaye narm afzari
• 75. hamlat dar barabar baro rase modelha
• 76. taknikhaaye amniyat dar morz model
• 77. mafahim pishrafte dar estekhlagh vizhegi
• 78. hamlat dar systemhaaye amuzeshi online
• 79. ta'sir hamlat bar etmad karbaran
• 80. tarazi rabete karbari amne
• 81. taknikhaaye amuzesh karaknan
• 82. barresi mowared nesq khasoosi
• 83. estefadeh az tahlilgaran amniyati
• 84. mafahim pishrafte dar tashkhis hamlat
• 85. taknikhaaye pishgiri az hamlat
• 86. amuzeh mbtani bar mowored
• 87. barresi ta'sir fanavarihaaye jadid
• 88. ayn madoosooei va khasoosi
• 89. taknikhaaye novin defa'
• 90. hamlat dar barabar systemhaaye khodkar
• 91. barresi akhlaghi dar taraazi systemha
• 92. estefadeh az standardhaaye amniyati
• 93. taknikhaaye arz-e asib
• 94. taknikhaaye behtar defa'
• 95. ayn negari dar hamlat khasoosi
• 96. jam'e bandi va rahkarhaaye ayn