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Design, implement, and execute test approaches to GenAI systems to identify security flaws, particularly those impacting confidentiality, integrity, or availability of information. Perform various types of tests such as functional testing, regression testing, performance testing, and usability testing to evaluate the behavior and performance of the AI algorithms and models. Create, implement, and execute test plans and strategies for evaluating AI systems, including defining test objectives, selecting suitable testing methods, and identifying test scenarios. Document test methods, results, and suggestions in clear and brief reports to stakeholders. Perform security assessments including creating updating and maintaining threat models and security integration of Gen AI platforms. Ensure that security design and controls are consistent with security architecture principals. Design security reference architectures and implement/configure security controls with an emphasis on GenAI technologies. Provide AI security architecture and design guidance as well as conduct full-stack architecture reviews of software for GenAI systems and platforms. Serve as a subject matter expert on information security for GenAI systems and applications in cloud/vendor and on-prem environments. Discuss AI/ML concepts proficiently with data science and ML teams to identify and develop solutions for security issues. Collaborate with engineering teams to perform advanced security analysis on complex GenAI systems, identifying gaps and contributing to design solutions and security requirements. Identify and document defects, irregularities or inconsistencies in AI systems and working closely with developers to rectify and resolve them. Ensure the quality, consistency and relevance of data used for training and testing AI models (includes collecting, preprocessing and validating data) Assess AI systems for ethical considerations and potential biases to make sure they follow ethical standards and encourage inclusivity and diversity. Collaborate with diverse teams including developers, data scientists, and domain experts to understand requirements validate assumptions and align testing efforts with project goals. Conducting research to identify vulnerabilities and potential failures in AI systems. Design and implement mitigations, detections, and protections to enhance the security and reliability of AI systems. Perform model input and output security including prompt injection and security assurance. Must have Skills: 12+ years of hands-on experience in GenAI and Cybersecurity or Information Security. Must have expertise Design, implement, and execute test approaches to GenAI systems to identify security flaws, impacting confidentiality, integrity. Expert level experience to Create, implement, and execute test plans and strategies for evaluating AI systems 4+ years of experience programming with demonstrated advanced skills with Python and the standard ML stack (TensorFlow/Torch, NumPy, Pandas, etc.) 4+ years of experience with Natural Language Processing (NLP) and Large Language Models (LLM) desired 4+ years of experience working in Cloud environment (Azure, AWS, Google Cloud Platform) Demonstrated proficiency with AI/ML fundamental concepts and technologies including ML, Deep learning, NLP, and computer vision. Demonstrated expertise in attacking GenAI products and platforms. Demonstrated recent experience with large language models. Demonstrated experience with using AI testing frameworks and tools such as TensorFlow or PyTorch, or Keras Demonstrated ability to write test scripts, automate test cases, and analyze test results using programming languages and testing frameworks listed above. Demonstrated ability to Identify and document defects, irregularities or inconsistencies in AI systems and working closely with developers to rectify and resolve them. Ability to work independently to learn new technologies, methods, processes, frameworks/platforms, and systems. Excellent written and verbal communication skills to articulate challenging technical concepts to both lay and expert audiences. Ability to stay updated on the latest developments, trends, and best practices in both software testing and artificial intelligence. Bachelor s degree in computer science, electrical or computer engineering, statistics, econometrics, or related field, or equivalent work experience Desired Skills: Excellent problem-solving and critical thinking skills with attention to detail in an ever-changing environment. Background in designing and implementing security mitigations and protections and/or publications in the space Currently participating in CTF/GRT/AI Red Teaming events and/or bug bounties developing or contributing to OSS projects. Understanding of ML lifecycle and MLOps. Perform various types of tests such as functional testing, regression testing, performance testing, and usability testing to evaluate the behavior and performance of the AI algorithms and models Ability to ensure the quality, consistency and relevance of data used for training and testing AI models (includes collecting, preprocessing and validating data) Ability to assess AI systems for ethical considerations and potential biases to make sure they follow ethical standards and encourage inclusivity and diversity Ability work in and provide technical leadership to cross-functional teams to develop and implement AI/ML solutions, including capabilities that leverage LLM technology
ID do Projeto: 39981076
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Ativo há 2 meses
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38 freelancers estão ofertando em média $18 USD/hora for esse trabalho

Greetings, I reviewed your brief and can design, implement and execute security focused testing for generative artificial intelligence systems, identifying flaws that impact confidentiality, integrity and availability. I will build test strategies and threat models, run adversarial and functional tests, automate test cases, validate data quality, assess bias and ethics, and deliver concise reports with reproducible findings and remediation guidance across cloud and on premise environments. Before moving ahead, please confirm, 1. Which cloud providers and environments are in scope (Microsoft Azure, Amazon Web Services, Google Cloud Platform, on premise) 2. Do you have existing threat models, test suites or datasets to reuse, or should we develop them from scratch 3. Is ongoing participation in red teaming, capture the flag events or bug bounty coordination required Our team includes senior artificial intelligence security engineers, machine learning testers, and cloud security architects experienced in generative artificial intelligence testing, model hardening, prompt injection mitigation and secure production deployments. Let us connect for a short discussion so I can outline the test plan, deliverables and handoff. Current bid is only a placeholder to begin the conversation. Regards, Yasir LEADconcept PS: I can share sample threat models, red team reports and testing playbooks from previous engagements.
$15 USD em 40 dias
8,0
8,0

Hi there, I'm excited about the opportunity to work on your Gen AI Security Engineer project. With over 12 years of extensive experience in GenAI and cybersecurity, I have honed the ability to design, implement, and execute robust test plans that pivot around identifying security flaws, thus ensuring confidentiality, integrity, and availability of your systems. My background in both functional and performance testing, coupled with advanced proficiency in Python, TensorFlow, and NLP, positions me strongly to evaluate AI algorithms effectively. I excel in collaborating with cross-functional teams to identify gaps and develop actionable solutions while also addressing ethical considerations and bias in AI systems. I can deliver a comprehensive test strategy, complete with documentation that meets stakeholder expectations, within 5 days. I look forward to discussing the specifics of your project further! What specific challenges have you faced in your previous AI security assessments that you’d like to address in this project?
$25 USD em 34 dias
7,8
7,8

Hi there, I am a top freelancer from California with extensive experience in GenAI systems and cybersecurity, and I am excited about the opportunity to work on your project. Understanding the need to identify vulnerabilities and ensure the integrity and confidentiality of AI systems is paramount. With over 12 years of hands-on experience in designing and executing comprehensive test plans, I can effectively address security flaws and develop robust testing methods tailored for your specific GenAI applications, including functional, regression, and performance testing. Having collaborated with cross-functional teams of developers and data scientists, I bring a deep understanding of both the technical and ethical aspects of AI systems. I will ensure that all documentation is clear and concise, allowing stakeholders to easily follow test strategies and outcomes. I’m ready to get started right away and can provide a detailed timeline on the initial phases of testing. What specific AI systems or applications are you currently using that you'll want to focus on during the testing process?
$30 USD em 35 dias
6,1
6,1

Dear Yaminianusha R., We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time. We are 25 years in this business and our technical specialists have strong experience in Python, Software Testing, Azure, Systems Engineering, Security, Security Systems, GCP AI, Large Language Models (LLMs), GenAI, AI Development and other technologies relevant to your project. Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews. Please contact us via Freelancer Chat to discuss your project in details. Best regards, Sales department Tangram Canada Inc.
$25 USD em 5 dias
7,3
7,3

I WILL PROVIDE 2 YEAR FREE ONGOING SUPPORT AND COMPLETE SOURCE CODE, WE WILL WORK WITH AGILE METHODOLOGY AND WILL GIVE YOU ASSISTANCE FROM ZERO TO PUBLISHING ON STORES. **** You may follow the project's development using the tracker. I am available for work 40 hours a week **** I have 10+ years of experience in GenAI, cybersecurity, and information security, with extensive expertise in designing, implementing, and executing test approaches for AI systems to identify security flaws affecting confidentiality, integrity, and availability. I am proficient in Python, TensorFlow, PyTorch, NLP, LLMs, and cloud platforms (AWS, Azure, GCP). I can create and execute comprehensive test plans, automate testing, analyze results, and collaborate with developers to resolve defects. I also have experience in AI model security, ethical assessment, and bias evaluation. I understand the project requirements and can deliver a robust, secure, and maintainable AI system with full documentation and guidance for ongoing operations. successfully implement this project from start-to-finish. Let's come together and create a platform that not only propels your business but also stands out prominently within the marketplace. Awaiting for your positive response. Thanks >>>>>>> We'll share our portfolio in Chat. Let's talk further speak over the freelancer call or chat. <<<<<<
$15 USD em 40 dias
5,9
5,9

With over 15 years of experience in Python, Software Testing, Azure, Systems Engineering, and Security, I am well-equipped to take on the role of Gen AI Security Engineer. My expertise aligns perfectly with the requirements of the project, and I am confident in my ability to deliver high-quality results. I am open to discussing the budget further and am committed to completing the project within your requirements. Please review my profile for past work examples. Let's discuss the job details and get started right away. Thank you.
$14 USD em 3 dias
5,2
5,2

✋ Hi there. I can serve as your GenAI Security Engineer and ensure your AI systems are secure, reliable, and compliant. ✔️ I have extensive experience in GenAI, NLP, and cybersecurity, with hands-on expertise in testing AI models for confidentiality, integrity, and availability risks. I have built and executed test plans, performed security assessments, created threat models, and applied mitigations for vulnerabilities in cloud and on-prem AI systems. ✔️ For your project, I will design and implement comprehensive security and functional testing strategies for your AI platforms, including LLMs and NLP models. I will assess model input/output risks such as prompt injection, validate data quality, monitor ethical and bias considerations, and document all findings clearly. I will also provide guidance on AI security architecture, integrate controls, and collaborate with your data science and engineering teams to remediate any issues. ✔️ I am proficient in Python with TensorFlow, PyTorch, NumPy, and Pandas, and experienced in AI/ML lifecycle, MLOps, and cloud environments (AWS, Azure, GCP). I also bring expertise in penetration testing GenAI platforms, writing automated test scripts, and performing performance, regression, and usability testing. Let’s discuss your current AI setup and timeline so I can help secure and harden your GenAI systems efficiently. Best regards, Mykhaylo
$15 USD em 40 dias
4,6
4,6

Hi Yaminianusha, I understand the critical role that security plays in GenAI systems, and I'm well-prepared to tackle this project. With over 12 years of experience in GenAI and cybersecurity, I have successfully designed and executed comprehensive test approaches that focus on identifying security flaws affecting confidentiality, integrity, and availability. I will start by creating detailed test plans tailored to your systems, selecting suitable testing methods, and defining clear objectives. My expertise in Python and standard ML stacks, combined with hands-on experience in cloud environments like AWS and Azure, ensures I can conduct rigorous testing and provide actionable insights. Next, I will collaborate with your engineering and data science teams to perform advanced security assessments, identifying potential vulnerabilities and ethical considerations in AI systems. This will include documenting findings and suggesting enhancements to align with best practices in security architecture. Let’s discuss the initial steps to begin this collaboration. What specific GenAI technologies or platforms are you currently using that I should focus on for the initial assessment? Thanks,
$30 USD em 20 dias
4,3
4,3

Dear Client, Greetings!! I have gone through the project description, and found that all of the mentioned requirements fall over my expertise, as I have hands-on experience on python, AI/ML, Data Science, software building, etc. I have been coding on Machine Learning and Data Science with python from past 7 years. I have the experience of working with 4 giant tech companies, including freelancing on upwork, fiverr and freelancer. Hope to hear from you soon!!. Regards, Rojan
$15 USD em 40 dias
4,3
4,3

Hi Yaminianusha, I have thoroughly reviewed your project description, and I am confident I can design, implement, and execute robust test approaches for GenAI systems to identify crucial security flaws. With over 12 years of extensive experience in GenAI and Cybersecurity, I have honed the skills needed to create effective test plans and strategies, ensuring the confidentiality, integrity, and availability of information. My expertise extends to conducting advanced security analyses, documenting test methods, and collaborating with cross-functional teams such as data scientists and developers. I’m proficient in Python and the standard ML stack, as well as in Natural Language Processing and Large Language Models, making me well-equipped to handle the complexities of your AI systems. I would love to discuss this further and outline specific strategies tailored to your needs. What specific security concerns do you want to address first?
$25 USD em 32 dias
3,8
3,8

Hello Yaminianusha, I have carefully reviewed the project description for the Gen AI Security Engineer role and understand the crucial need for designing, implementing, and executing test approaches to identify security flaws in GenAI systems. My approach involves leveraging my 12+ years of hands-on experience in GenAI and Cybersecurity to create comprehensive test plans and strategies, collaborate with diverse teams, and ensure the quality and relevance of data used for training and testing AI models. I am proficient in AI/ML concepts, possess expertise in attacking GenAI products, and have demonstrated recent experience with large language models. I am confident in my ability to provide AI security architecture guidance, conduct full-stack architecture reviews, and enhance the security and reliability of AI systems. If there is any specific aspect of the project you would like to discuss further, please let me know to prompt a more detailed conversation. Best regards, Ashra
$15 USD em 40 dias
3,0
3,0

Hey Yaminianusha R., I just went through your job description and noticed you need someone skilled in Systems Engineering, Software Testing, GCP AI, Python, Security, Large Language Models (LLMs), Security Systems, AI Development, GenAI and Azure. That’s right up my alley. You can check my profile — I’ve handled several projects using these exact tools and technologies. Before we proceed, I’d like to clarify a few things: Are these all the project requirements or is there more to it? Do you already have any work done, or will this start from scratch? What’s your preferred deadline for completion? Why Work With Me? Over 180 successful projects completed. Long-term track record of happy clients and repeat work. I prioritize quality, deadlines, and clear communication. Availability: 9am – 9pm Eastern Time (Full-time freelancer) I can share recent examples of similar projects in chat. Let’s connect and discuss your vision in detail. Kind Regards, Zain Arshad
$10 USD em 45 dias
3,1
3,1

I am an expert in all the required skills and bring 13 years of professional experience delivering high-quality results. I have successfully completed similar projects with accuracy, speed, and strong attention to detail. My approach focuses on clear communication, on-time delivery, and long-term reliability. I am ready to start immediately and ensure the project meets all your expectations. Looking forward to collaborating with you and contributing to your success.
$15 USD em 40 dias
2,6
2,6

I’ve spent over a decade tearing apart and securing GenAI systems—red-teaming LLMs, building threat models, designing mitigations, and validating AI behavior under real pressure. I can own full test strategy: functional, regression, performance, adversarial, and bias/ethics assessments across cloud environments. My background blends deep Python/ML engineering (TensorFlow/PyTorch/NLP/LLMs) with hands-on security architecture, model-level attack surfaces, and automated testing pipelines. I document cleanly, communicate clearly, and work directly with data science and engineering teams to close gaps fast. If you need someone who can audit, break, harden, and validate GenAI systems end-to-end, I can deliver.
$18 USD em 40 dias
1,5
1,5

Hi, With my strong knowledge about cybersecurity and AI, I specialize in securing and stress-testing GenAI systems at both architectural and code levels. I’ve led full-stack evaluations of LLM-based platforms-performing adversarial testing, threat modeling, prompt injection detection, and secure design implementation across cloud and hybrid environments. My background combines deep hands-on experience with Python, PyTorch, and TensorFlow, alongside a proven track record building and executing security test strategies tailored to AI/ML systems. I’ve worked directly with NLP and vision models, validated datasets for fairness, and integrated security controls that align with both ethical AI standards and compliance frameworks. In past roles, I’ve: Designed security reference architectures for GenAI platforms deployed across AWS and Azure Automated test suites for LLM prompt validation and output manipulation detection Collaborated with ML teams to isolate model-specific attack surfaces and implement protections Performed red-teaming exercises and real-world exploit simulations targeting AI endpoints Available to provide hands-on testing, architectural reviews, or serve as a security SME across your GenAI initiatives. Best regards, Tony
$15 USD em 40 dias
1,1
1,1

Hello Yaminianusha R., I have carefully reviewed the project description for the Gen AI Security Engineer position and I am confident that my 12+ years of hands-on experience in GenAI and Cybersecurity make me a strong candidate for this role. My expertise lies in designing, implementing, and executing test approaches to GenAI systems to identify security flaws that impact confidentiality and integrity. I have a demonstrated track record of creating and executing test plans and strategies for evaluating AI systems, as well as proficiency in programming with Python and the standard ML stack. Additionally, my experience with Natural Language Processing (NLP), working in Cloud environments, and attacking GenAI products and platforms align with the required skills for this project. I have excellent problem-solving skills, attention to detail, and the ability to work independently to learn new technologies and processes. I am excited about the opportunity to collaborate with diverse teams and contribute to the security and reliability of AI systems. I look forward to discussing how my skills and experience can add value to your project. Thank you for considering my proposal. Let's connect to explore this opportunity further.
$15 USD em 40 dias
0,0
0,0

Hi, Hope you're doing great. I read your project brief and I clearly understand what you're looking for. I'm a software engineer experienced in Security Systems, Azure, Large Language Models (LLMs), Software Testing, AI Development, GenAI, Security, Python, GCP AI and Systems Engineering. I build stable, scalable, and user-friendly applications with clean code and strong attention to detail. I'm confident I can deliver exactly what you need. Let’s connect and go over the details — I’m ready to get started right away. Warm regards, Alex
$15 USD em 30 dias
0,0
0,0

Hello, Your project on designing security measures for GenAI systems is compelling. With over 12 years in GenAI and Cybersecurity, I craft robust test strategies and security architectures. I ensure confidentiality and integrity through comprehensive assessments and advanced testing methods. Let's discuss your specific needs to tailor our approach. What specific security challenges are you most concerned about regarding the GenAI systems?
$25 USD em 28 dias
0,0
0,0

Hi Yaminianusha, I am excited about your project to enhance GenAI security systems. With over 12 years of hands-on experience in GenAI and Cybersecurity, I am well-equipped to design, implement, and execute comprehensive test plans that identify security flaws impacting confidentiality and integrity. My proficiency in Python and other core ML technologies like TensorFlow and PyTorch enables me to automate test cases effectively while evaluating AI algorithms through rigorous functional, regression, and performance testing methods. I am adept at documenting findings and providing actionable insights, ensuring that security measures align with architectural principles and ethical standards. I would love to collaborate and discuss your requirements further. NOTE : Bid is placed on the lowest bid price and deadline and it can vary after a detailed discussion or a meeting. Thanks,
$20 USD em 79 dias
0,0
0,0

Hi Yaminianusha, I am excited about the opportunity to work on your Gen AI Security Engineer project. With over 7 years of experience in cybersecurity and AI testing, I have the expertise to design and implement robust testing strategies for GenAI systems, ensuring the identification of security flaws that could compromise confidentiality and integrity. I have a solid background in creating detailed test plans, conducting various assessments, and collaborating with cross-functional teams to enhance security measures. My proficiency in Python and AI/ML technologies aligns perfectly with your requirements, allowing me to perform advanced security analyses and develop effective mitigation strategies. I suggest a timeline of 10 days to deliver comprehensive test documentation and actionable insights.
$25 USD em 22 dias
0,0
0,0

San Antonio, United States
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