# waRSAw (711 points, 18 solves)
We are given a program encrypt.py and the address of a server running the program.Upon connection, the program generates a new RSA key and uses it to encrypt the flag, then sends this and the public modulus back to us. It then presents two options: [1] encrypt and return a client-provided value using the current key, or [2] decrypt a user provided value and return the parity (LSB) of the plaintext.
```Welcome to RSA encryption oracle!Here take your flag (in hex):  3bca234bc42e7bad6ddfb34087379d61a641b3d479ab81a1596dd0039d494a2f2dac34a84ea164d4d32c71b4c1c4f0fc8578a2351d56835ca5e29c10c7159aa2a06fccb04f6a78b2bad9f6ae6a5a2d28d517e2db1b4afa32c1ad7069ac911efe0c613f549feddd999654564962efca072eafc00513fb787accaaa669ea43cab3Here take modulus:  92401869837306977294650062841998549939040887700291715753752856697480103414693811412477653726273704373726166706255039340501057500321883555397456175481567491772576064447048367968512697492739285702706678102637780437395436063586692324627652276064622882449368388496256736344111756633249154600280404636361369082973RSA service[1] Encrypt[2] DecryptEnter your choice: 2Enter the ciphertext you want to decrypt (in hex): 3bca234bc42e7bad6ddfb34087379d61a641b3d479ab81a1596dd0039d494a2f2dac34a84ea164d4d32c71b4c1c4f0fc8578a2351d56835ca5e29c10c7159aa2a06fccb04f6a78b2bad9f6ae6a5a2d28d517e2db1b4afa32c1ad7069ac911efe0c613f549feddd999654564962efca072eafc00513fb787accaaa669ea43cab3Here take your plaintext (in hex):  00```
There exists a well-known LSB Oracle attack for RSA, explained in detail [here](https://github.com/ashutosh1206/Crypton/tree/master/RSA-encryption/Attack-LSBit-Oracle).
In short, for modulus `n=p*q`, exponent `e`, secret plaintext `P` and ciphertext `C`, i.e. `P^e = C (mod n)`, we know `e`, `C` and `n`. Thus we can compute `2^e * C = 2^e * P^e = 2P^e (mod n)`, ask the Oracle (server) to decrypt this and return the parity of `2P`. We know that1. `P < n`, otherwise encryption would be lossy due to mod2. `n` is odd, it is the product of two big primes3. `2P` is even
So `2P (mod n)` is even if and only if `P < n/2`, narrowing the possible values of `P` by half.
Repeating the process, decrypting `2^e * 2^e * C (mod n)` we can get the parity of `4P (mod n)` which has another factor of two and hence will be even if and only if `0 < P < n/4` or `3n/4 < P < n` (I am not being careful with inclusive bounds). Combined with the information from the first step we have reduced the range of possible values of `P` by a factor of 4. Continuing (on step `i` computing `2^ie * C (mod n)`), we may iteratively half the possible values of `P` until after about `log_2(n)` requests we recover the plaintext.
The twist in this challenge comes from the fact that a new key is generated for every connection, and we may only request one decrypt per connection. Therefore we must generalise the solution.
Convince yourself that, on step `i+1` above, the LSB oracle gives us the ability to divide the range `[0, n]` evenly into `2^i` sub-ranges and ask whether `P` lies in the lower half or upper half of any of those sub-ranges. Now, since we have a different `n` on each conection, our sub-ranges don't line up nicely with the ranges from the previous step. But that's fine.
We simply maintain a running lower and upper bound on `P`, called `L` and `U` resp. In each iteration, given an `n`, we compute `i` such that both these bounds lie inside one of the `2^i` even partitions of `[0, n]` and that the halfway point inside this partition lies between `L` and `U`. Then we request the parity of the decryption of `2^((i+1)*e) * c (mod n)`, telling us whether `P` lies above or below the midpoint, and update either our upper or lower bound accordingly. Thus each step we further restrict the range of possible values of `P` by half on average (well maybe not exactly due to how moduli are distributed?). The relevant part of one step in the attack code is shown below.
```factor = 2midpoint = modulus / factorwhile not (midpoint > lower_limit and midpoint < upper_limit):    factor *= 2    if midpoint < lower_limit:        midpoint += modulus / factor    elif midpoint > upper_limit:        midpoint -= modulus / factor
# (ask server for parity)...
if odd:    lower_limit = int(midpoint)else:    upper_limit = int(midpoint)```
The flag was padded at the start and end to make the search a bit more interesting, but the end-padding in particular actually helped because deducing the final few bits of the plaintext would have required much more careful handling of bounds than I used. The exploit script prints a value within the range of possiblities as bytes every step, so we can see when enough of the flag has emerged to finish.
The full attack script is waRSAaw.py