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n = var('n')
l = var('l')
lp = var('lp')
k = var('k')
kappa = var('kappa')
s = var('s')
t = var('t')
d = var('d')
r = var('r')

Step1 = n / 2
Step2 = t
Step3 = n / 2
Step4 = lp
Step5 = n - l
Step6 = r + n - t

show('--------------------------------------------------------------------')
show('Complexity of Phases are (log2): ')
show('Step 1: ', Step1.simplify_full())
show('Step 2: ', Step2.simplify_full())
show('Step 3: ', Step3.simplify_full())
show('Step 4: ', Step4.simplify_full())
show('Step 5: ', Step5.simplify_full())
show('Step 6: ', Step6.simplify_full())
show('--------------------------------------------------------------------')

pairs1 = 2 * r
pairs2 = k * n - (k + 1) * n / 2 + n / 2 - lp
pairs_eq = (pairs1 == pairs2)
show('--------------------------------------------------------------------')
show('When the message length is not limited: ')
show('the success of the attack requires: ', pairs_eq)
rs = solve([pairs_eq], r)[0]
show('which implies: ', rs)
rs = rs.rhs()

Step6 = Step6(r = rs)
show('--------------------------------------------------------------------')
show('Complexity of Phases are (log2): ')
show('Step 1: ', Step1.simplify_full())
show('Step 2: ', Step2.simplify_full())
show('Step 3: ', Step3.simplify_full())
show('Step 4: ', Step4.simplify_full())
show('Step 5: ', Step5.simplify_full())
show('Step 6: ', Step6.simplify_full())

show('--------------------------------------------------------------------')
show('Optimize the complexity by setting: ')
ts, lps = solve([Step2 == Step6, Step2 == Step4], t, lp)[0]
show(ts)
show(lps)
ts = ts.rhs()
lps = lps.rhs()

Step2  = Step2(t = ts, lp = lps)
Step4  = Step4(t = ts, lp = lps)
Step6  = Step6(t = ts, lp = lps)
show('--------------------------------------------------------------------')
show('Complexity of Phases are (log2): ')
show('Step 1: ', Step1.simplify_full())
show('Step 2: ', Step2.simplify_full())
show('Step 3: ', Step3.simplify_full())
show('Step 4: ', Step4.simplify_full())
show('Step 5: ', Step5.simplify_full())
show('Step 6: ', Step6.simplify_full())
show('--------------------------------------------------------------------')

for i in range(2, 7):
    show(' ------------------------------ ', k == i, ' ------------------------------')
    Step2cplx = Step2(k = i)
    Step2cplxs = Step2cplx(kappa=log(i, 2)).simplify_full()
    show('Complexity is: ', Step2cplxs)
--------------------------------------------------------------------
Complexity of Phases are (log2):
Step 1: 12 n\displaystyle \frac{1}{2} \, n
Step 2: t\displaystyle t
Step 3: 12 n\displaystyle \frac{1}{2} \, n
Step 4: lp\displaystyle \mathit{lp}
Step 5: −l+n\displaystyle -l + n
Step 6: n+r−t\displaystyle n + r - t
--------------------------------------------------------------------
--------------------------------------------------------------------
When the message length is not limited:
the success of the attack requires: 2 r=−12 (k+1)n+kn−lp+12 n\displaystyle 2 \, r = -\frac{1}{2} \, {\left(k + 1\right)} n + k n - \mathit{lp} + \frac{1}{2} \, n
which implies: r=14 kn−12 lp\displaystyle r = \frac{1}{4} \, k n - \frac{1}{2} \, \mathit{lp}
--------------------------------------------------------------------
Complexity of Phases are (log2):
Step 1: 12 n\displaystyle \frac{1}{2} \, n
Step 2: t\displaystyle t
Step 3: 12 n\displaystyle \frac{1}{2} \, n
Step 4: lp\displaystyle \mathit{lp}
Step 5: −l+n\displaystyle -l + n
Step 6: 14 (k+4)n−12 lp−t\displaystyle \frac{1}{4} \, {\left(k + 4\right)} n - \frac{1}{2} \, \mathit{lp} - t
--------------------------------------------------------------------
Optimize the complexity by setting:
t=110 (k+4)n\displaystyle t = \frac{1}{10} \, {\left(k + 4\right)} n
lp=110 (k+4)n\displaystyle \mathit{lp} = \frac{1}{10} \, {\left(k + 4\right)} n
--------------------------------------------------------------------
Complexity of Phases are (log2):
Step 1: 12 n\displaystyle \frac{1}{2} \, n
Step 2: 110 (k+4)n\displaystyle \frac{1}{10} \, {\left(k + 4\right)} n
Step 3: 12 n\displaystyle \frac{1}{2} \, n
Step 4: 110 (k+4)n\displaystyle \frac{1}{10} \, {\left(k + 4\right)} n
Step 5: −l+n\displaystyle -l + n
Step 6: 110 (k+4)n\displaystyle \frac{1}{10} \, {\left(k + 4\right)} n
--------------------------------------------------------------------
------------------------------ k=2\displaystyle k = 2 ------------------------------
Complexity is: 35 n\displaystyle \frac{3}{5} \, n
------------------------------ k=3\displaystyle k = 3 ------------------------------
Complexity is: 710 n\displaystyle \frac{7}{10} \, n
------------------------------ k=4\displaystyle k = 4 ------------------------------
Complexity is: 45 n\displaystyle \frac{4}{5} \, n
------------------------------ k=5\displaystyle k = 5 ------------------------------
Complexity is: 910 n\displaystyle \frac{9}{10} \, n
------------------------------ k=6\displaystyle k = 6 ------------------------------
Complexity is: n\displaystyle n