I've read several stackoverflow posts about this topic, particularly this one:
Secure hash and salt for PHP passwords
but I still have a few questions, I need some clarification, please let me know if the following statements are true and explain your comments:
If someone has access to your database/data, then they would still have to figure out your hashing algorithm and your data would still be somewhat secure, depending on your algorithm? All they would have is the hash and the salt.
If someone has access to your database/data and your source code, then it seems like no matter what your do, your hashing algorithm can be reversed engineered, the only thing you would have on your side would be how complex and time consuming your algorithm is?
It seems like the weakest link is: how secure your own systems are and who has access to it?
Lasse V. Karlsen ... brings up a good point, if your data is compromised then game over ... my follow up question is: what types of attacks are these hashes trying to protect against? I've read about rainbow table and dictionary attacks (brute force), but how are these attacks administered?
The security of cryptographic algorithms is always in their secret input. Reasonable cryptanalysis is based on an assumption that any attacker knows what algorithm you use. Good cryptographic hashes are non-invertible and collision resistant. This means that there's still a lot of work to do going from a hash to the value that generated it, regardless of whether you know the algorithm applied.
As I noted in a comment, there are attacks that these measures defend against. First, knowing the password may lead to authorization to do things beyond what the contents of the database suggest. Second, those passwords may be used elsewhere, and you expose your users to risk by revealing their passwords as a result of a break-in. Third, with hashing, an insider can't exploit read-only access to the database (subject to less auditing, etc.) to impersonate a user.
Dictionaries and rainbow tables are techniques for accelerating hash inversion.
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