• Suche: Machine Learning Security Principles

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1

Machine learning for food security: Principles for transparency and usability.
Zhou, Yujun ; Lentz, Erin ; Michelson, Hope ; et al.
Applied Economic Perspectives & Policy. Jun2022, Vol. 44 Issue 2, p893-910. 18p.

MACHINE learning FOOD security LOGISTIC regression anal... PREDICTION models SUB-Saharan Africa
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2

Incorporating FATES Principles in Continuous Development of ML-Integrated Systems: Importance of Requirements
Bruel, J.-M. ; Gouaichault, T. ; Teste, O. ; et al.
2025 IEEE 33rd International Requirements Engineering Conference Workshops (REW). :425-431

Valencia, France Continuous Integration Security Ethics Transparency Accountability …
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4

Machine learning analysis of greenhouse gas sources impacting Africa's food security nexus.
Bofa A ; Zewotir T
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Africa Principal Component Anal... Nitrous Oxide analysis Carbon Dioxide analysis Methane analysis Climate Change …
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7

The role of artificial intelligence and machine learning in wireless networks security: principle, practice and challenges.
Muhammad Waqas 0001 ; Shanshan Tu ; Zahid Halim ; et al.
Artif. Intell. Rev.. 55(7):5215-5261

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9

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10

Further observations on the security of Speck32-like ciphers using machine learning.
Hou Z ; Ren J ; Chen S
Publisher: PeerJ Inc Country of Publication: United States NLM ID: 101660598 Publication Model: eCollection Cited Medium: Internet ISSN: 2376-5992 (Electronic) Linking ISSN: 23765992 NLM ISO Abbreviation: PeerJ Comput Sci Subsets: PubMed not MEDLINE

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11

Attacking the First-Principle: A Black-Box, Query-Free Targeted Evasion Attack on ML-Based Binary Function Code Classifiers.
Sauger, Gabriel ; Marion, Jean-Yves ; Rahaman, Sazzadur ; et al.

Black-box Adversarial At... Targeted Adversarial Att... Query- free Adversarial... Supply-Chain Attack Function Binary Code Sim... Reverse-Engineering …
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13

Hybrid evolutionary machine learning model for advanced intrusion detection architecture for cyber threat identification.
Sharma A ; Rani S ; Driss M
Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Humans Computer Security Machine Learning Algorithms
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14

Blockchain-based zero trust networks with federated transfer learning for IoT security in industry 5.0.
Sharma A ; Rani S ; Boulila W
Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Humans Trust Machine Learning Algorithms Computer Security Blockchain …
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15

Protegendo o Ciclo de Vida do Desenvolvimento de Aprendizagem de Máquina
Velze, Alexandre da Silva Van

Secure Software Developm... Machine Learning Security Security Best Practices MLSecOps Ciclo de Vida de Desenvo... …
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16

The Effect of False Predictions of Machine Learning on the Security of the Big Data Environment
Ammar Hatem Farhan ; Omar Salah F. Shareef ; Rehab Flaih Hasan
Iraqi Journal of Science. :361-374

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17

Future-Proofing CIA Triad with Authentication for Healthcare: Integrating Hybrid Architecture of ML & DL with IDPS for Robust IoMT Security.
Alanazi, Saad Awadh ; Ahmad, Fahad
Computers, Materials & Continua; 2025, Vol. 85 Issue 1, p769-800, 32p

MACHINE learning DEEP learning INTRUSION detection syst... INFORMATION assurance PATIENT care INTERNET of medical thin... …
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18

Trusted Federated Learning: Towards a Partial Zero-Knowledge Proof Approach
Formery, Yannis ; Mendiboure, Leo ; Villain, Jonathan ; et al.
2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. :206-210

Naples, Italy Federated Learning (FL) Cybersecurity Zero Knowledge Proof (ZK... Model Verification Performance 206 …
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19

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20

ACE: A Security Architecture for LLM-Integrated App Systems
Li, Evan ; Mallick, Tushin ; Rose, Evan ; et al.

Cryptography and Securit... Machine Learning
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