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CONTRIBUTOR LICENSE AGREEMENT

You accept and agree to the following terms and conditions for Your past, present and future Contributions submitted to the AO Kaspersky Lab (“Company”).

1. Definitions. "You" (or "Your") shall mean the legal owner of the Contribution that is making this CLA with the Company. For legal entities, the entity making a Contribution and all other entities that control, are controlled by, or are under common control with that entity are considered to be a single Contributor. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "Contribution" shall mean any original work of authorship, including any derivative works, modifications or additions to an existing work, that is intentionally submitted by You to the Company for inclusion i

KLBot

MLSEC.IO Phishing Track Solution

About us: Our team comprises two data scientists from the Technology Research team at Kaspersky, who are working on, among other things, Machine Learning (ML) based phishing detection technologies. Here’s how we achieved first place in the phishing track of the Machine Learning Security Evasion Competition, sponsored by Microsoft and partners CUJO AI, NVIDIA, VMRay, and MRG Effitas.

Task description

The task was to modify 10 (synthetic) phishing samples to make seven phishing detection models believe these samples were benign. A model was bypassed if it returned a probability of less than 0.1 for each sample. However, there was a catch: after modifications, the samples needed to look the same as before (or to be precise, screenshots of the renders should have the same hashes for both the original and the modified html file). Models were available via an API, that is the setting was black-box. To win, you needed to fool as many models as possible for each sample, maki

KLBot

CONTRIBUTOR LICENSE AGREEMENT
You accept and agree to the following terms and conditions for Your past, present and future Contributions submitted to the AO Kaspersky Lab (“Company”).
1.	Definitions.
"You" (or "Your") shall mean the legal owner of the Contribution that is making this CLA with the Company. For legal entities, the entity making a Contribution and all other entities that control, are controlled by, or are under common control with that entity are considered to be a single Contributor. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.
"Contribution" shall mean any original work of authorship, including any derivative works, modifications or additions to an existing work, that is intentionally submitted by You to the Company for inclusion in, or documenta

KLBot

CONTRIBUTOR LICENSE AGREEMENT
You accept and agree to the following terms and conditions for Your past, present and future Contributions submitted to the AO Kaspersky Lab (“Company”).
1.	Definitions.
"You" (or "Your") shall mean the legal owner of the Contribution that is making this CLA with the Company. For legal entities, the entity making a Contribution and all other entities that control, are controlled by, or are under common control with that entity are considered to be a single Contributor. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.
"Contribution" shall mean any original work of authorship, including any derivative works, modifications or additions to an existing work, that is intentionally submitted by You to the Company for inclusion in, or documenta

KLBot

CONTRIBUTOR LICENSE AGREEMENT
You accept and agree to the following terms and conditions for Your past, present and future Contributions submitted to the AO Kaspersky Lab (“Company”).
1.	Definitions.
"You" (or "Your") shall mean the legal owner of the Contribution that is making this CLA with the Company. For legal entities, the entity making a Contribution and all other entities that control, are controlled by, or are under common control with that entity are considered to be a single Contributor. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.
"Contribution" shall mean any original work of authorship, including any derivative works, modifications or additions to an existing work, that is intentionally submitted by You to the Company for inclusion in, or documenta

KLBot

CONTRIBUTOR LICENSE AGREEMENT
You accept and agree to the following terms and conditions for Your past, present and future Contributions submitted to the AO Kaspersky Lab (“Company”).
1.	Definitions.
"You" (or "Your") shall mean the legal owner of the Contribution that is making this CLA with the Company. For legal entities, the entity making a Contribution and all other entities that control, are controlled by, or are under common control with that entity are considered to be a single Contributor. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.
"Contribution" shall mean any original work of authorship, including any derivative works, modifications or additions to an existing work, that is intentionally submitted by You to the Company for inclusion in, or documenta